Speech_Recognition

Speech_Recognition

• 2021-10-15 Towards Identity Preserving Normal to Dysarthric Voice Conversion    Wen-Chin Huang, Bence Mark Halpern, Lester Phillip Violeta, Odette Scharenborg, Tomoki Toda arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-10-15 Multilingual Speech Recognition using Knowledge Transfer across Learning Processes    Rimita Lahiri, Kenichi Kumatani, Eric Sun, Yao Qian arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-10-15 Advances and Challenges in Deep Lip Reading    Marzieh Oghbaie, Arian Sabaghi, Kooshan Hashemifard, Mohammad Akbari arXiv_CV arXiv_CV  Recognition  Speech  Face  Survey  Deep_Learning  Speech_Recognition  PDF
• 2021-10-14 Sub-word Level Lip Reading With Visual Attention    Prajwal K R, Triantafyllos Afouras, Andrew Zisserman arXiv_CV arXiv_CV  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-10-14 M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge    Fan Yu, Shiliang Zhang, Yihui Fu, Lei Xie, Siqi Zheng, Zhihao Du, Weilong Huang, Pengcheng Guo, Zhijie Yan, Bin Ma, Xin Xu, Hui Bu arXiv_SD arXiv_SD  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-10-14 SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing    Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei arXiv_CL arXiv_CL  Transformer  Quantization  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-14 Identifying Introductions in Podcast Episodes from Automatically Generated Transcripts    Elise Jing, Kristiana Schneck, Dennis Egan, Scott A. Waterman arXiv_CL arXiv_CL  Transformer  Segmentation  Embedding  Recognition  Bert  Speech  Pose  GAN  Speech_Recognition  PDF
• 2021-10-13 Continual learning using lattice-free MMI for speech recognition    Hossein Hadian, Arseniy Gorin arXiv_CL arXiv_CL  Recognition  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-10-13 On Language Model Integration for RNN Transducer based Speech Recognition    Wei Zhou, Zuoyun Zheng, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-10-13 Perception Point: Identifying Critical Learning Periods in Speech for Bilingual Networks    Anuj Saraswat, Mehar Bhatia, Yaman Kumar Singla, Changyou Chen, Rajiv Ratn Shah arXiv_CL arXiv_CL  Recognition  Speech  Relation  Speech_Recognition  PDF
• 2021-10-13 Efficient domain adaptation of language models in ASR systems using Prompt-tuning    Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-10-13 All-neural beamformer for continuous speech separation    Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Action  Deep_Learning  Speech_Recognition  PDF
• 2021-10-12 Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition    Li-Wei Chen, Alexander Rudnicky arXiv_CL arXiv_CL  Recognition  Speech  Pose  Emotion  Speech_Recognition  PDF
• 2021-10-12 Speech Summarization using Restricted Self-Attention    Roshan Sharma, Shruti Palaskar, Alan W Black, Florian Metze arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Summarization  Speech_Recognition  PDF
• 2021-10-12 Word Order Does Not Matter For Speech Recognition    Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert arXiv_CL arXiv_CL  Recognition  Weakly_Supervised  Speech  Classification  Speech_Recognition  PDF
• 2021-10-12 Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models    Ryosuke Sawata, Yosuke Kashiwagi, Shusuke Takahashi arXiv_AI arXiv_AI  Enhancement  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-10-12 BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications    Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlicek, Oliver Ohneiser, Hartmut Helmke arXiv_CL arXiv_CL  Segmentation  Recognition  Bert  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2021-10-12 UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training    Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu arXiv_CL arXiv_CL  Unsupervised  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Action  Speech_Recognition  PDF
• 2021-10-12 LightSeq: Accelerated Training for Transformer-based Models on GPUs    Xiaohui Wang, Ying Xiong, Xian Qian, Yang Wei, Lei Li, Mingxuan Wang arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Optimization  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-10-11 Partial Variable Training for Efficient On-Device Federated Learning    Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-10-11 SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition    Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Han, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2021-10-11 Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric    Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer arXiv_CL arXiv_CL  Recognition  Speech  Pose  Relation  Speech_Recognition  Language_Model  PDF
• 2021-10-11 Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition    Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-10-11 A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation    Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Text_Generation  Inference  PDF
• 2021-10-11 K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables    Jounghee Kim, Pilsung Kang arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-11 Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy    Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori arXiv_SD arXiv_SD  Recognition  Speech  Pose  Action  Speech_Recognition  Language_Model  PDF
• 2021-10-11 Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition    Yiming Wang, Jinyu Li, Heming Wang, Yao Qian, Chengyi Wang, Yu Wu arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Self-Supervised  Pose  Contrastive_Learning  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-10-10 Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition    Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong arXiv_CL arXiv_CL  Segmentation  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-10-10 Stepwise-Refining Speech Separation Network via Fine-Grained Encoding in High-order Latent Domain    Zengwei Yao, Wenjie Pei, Fanglin Chen, Guangming Lu, David Zhang arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Speech_Recognition  CNN  PDF
• 2021-10-10 Towards High-fidelity Singing Voice Conversion with Acoustic Reference and Contrastive Predictive Coding    Chao Wang, Zhonghao Li, Benlai Tang, Xiang Yin, Yuan Wan, Yibiao Yu, Zejun Ma arXiv_CL arXiv_CL  Recognition  Bert  Speech  Pose  Speech_Recognition  PDF
• 2021-10-09 Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets    Jimmy Tobin, Katrin Tomanek arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-10-09 An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition    Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-10-09 Data Augmentation with Locally-time Reversed Speech for Automatic Speech Recognition    Si-Ioi Ng, Tan Lee arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-10-09 Wav2vec-S: Semi-Supervised Pre-Training for Speech Recognition    Han Zhu, Li Wang, Ying Hou, Jindong Wang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-09 Arabic Speech Emotion Recognition Employing Wav2vec2.0 and HuBERT Based on BAVED Dataset    Omar Mohamed, Salah A. Aly arXiv_AI arXiv_AI  Recognition  Bert  Represenation_Learning  Speech  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-10-08 Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training    Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Relation  Speech_Recognition  PDF
• 2021-10-08 SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition    Li Fu, Xiaoxiao Li, Runyu Wang, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Contrastive_Learning  Speech_Recognition  PDF
• 2021-10-08 Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units    Yosuke Higuchi, Keita Karube, Tetsuji Ogawa, Tetsunori Kobayashi arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Action  Classification  Speech_Recognition  Prediction  PDF
• 2021-10-08 Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask    Shaoshi Ling, Chen Shen, Meng Cai, Zejun Ma arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-08 Explaining the Attention Mechanism of End-to-End Speech Recognition Using Decision Trees    Yuanchao Wang, Wenji Du, Chenghao Cai, Yanyan Xu arXiv_CL arXiv_CL  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-10-08 Input Length Matters: An Empirical Study Of RNN-T And MWER Training For Long-form Telephony Speech Recognition    Zhiyun Lu, Yanwei Pan, Thibault Doutre, Liangliang Cao, Rohit Prabhavalkar, Chao Zhang, Trevor Strohman arXiv_CL arXiv_CL  Recognition  RNN  Speech  Speech_Recognition  PDF
• 2021-10-07 Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution    Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-10-07 Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0    Sameer Khurana, Antoine Laurent, James Glass arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Few-Shot  Speech_Recognition  PDF
• 2021-10-07 Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models    Liang-Hsuan Tseng, Yu-Kuan Fu, Heng-Jui Chang, Hung-yi Lee arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-10-07 WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition    Binbin Zhang, Hang Lv, Pengcheng Guo, Qijie Shao, Chao Yang, Lei Xie, Xin Xu, Hui Bu, Xiaoyu Chen, Chenchen Zeng, Di Wu, Zhendong Peng arXiv_CL arXiv_CL  Segmentation  Recognition  Video_Caption  OCR  Optical_Character  Knowledge  Speech  Pose  Detection  Speech_Recognition  Caption  PDF
• 2021-10-07 Back from the future: bidirectional CTC decoding using future information in speech recognition    Namkyu Jung, Geonmin Kim, Han-Gyu Kim arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-10-07 FAST-RIR: Fast neural diffuse room impulse response generator    Anton Ratnarajah, Shi-Xiong Zhang, Meng Yu, Zhenyu Tang, Dinesh Manocha, Dong Yu arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-10-07 Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR    Naoyuki Kanda, Xiong Xiao, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL  Recognition  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2021-10-06 Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition    Zhong Meng, Yashesh Gaur, Naoyuki Kanda, Jinyu Li, Xie Chen, Yu Wu, Yifan Gong arXiv_AI arXiv_AI  Transformer  Recognition  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2021-10-06 CTC Variations Through New WFST Topologies    Aleksandr Laptev, Somshubra Majumdar, Boris Ginsburg arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-10-06 Integrating Categorical Features in End-to-End ASR    Rongqing Huang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-10-06 Parallel Composition of Weighted Finite-State Transducers    Shubho Sengupta, Vineel Pratap, Awni Hannun arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-10-06 Spell my name: keyword boosted speech recognition    Namkyu Jung, Geonmin Kim, Joon Son Chung arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-10-05 Disambiguation-BERT for N-best Rescoring in Low-Resource Conversational ASR    Pablo Ortiz, Simen Burud arXiv_CL arXiv_CL  Recognition  Bert  Speech  Speech_Recognition  Language_Model  PDF
• 2021-10-05 Is Attention always needed? A Case Study on Language Identification from Speech    Atanu Mandal, Santanu Pal, Indranil Dutta, Mahidas Bhattacharya, Sudip Kumar Naskar arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Classification  Attention  Speech_Recognition  CNN  PDF
• 2021-10-05 Late reverberation suppression using U-nets    Diego León, Felipe Tobar arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  GAN  Speech_Recognition  CNN  PDF
• 2021-10-05 ASR Rescoring and Confidence Estimation with ELECTRA    Hayato Futami, Hirofumi Inaguma, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara arXiv_CL arXiv_CL  Recognition  Bert  Speech  Pose  Detection  Speech_Recognition  Inference  Language_Model  PDF
• 2021-10-05 Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition    Tsendsuren Munkhdalai, Khe Chai Sim, Angad Chandorkar, Fan Gao, Mason Chua, Trevor Strohman, Françoise Beaufays arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-10-04 Building a Noisy Audio Dataset to Evaluate Machine Learning Approaches for Automatic Speech Recognition Systems    Julio Cesar Duarte, Sérgio Colcher arXiv_CL arXiv_CL  Recognition  Speech  Action  Speech_Recognition  PDF
• 2021-10-03 Multi-task Voice-Activated Framework using Self-supervised Learning    Shehzeen Hussain, Van Nguyen, Shuhua Zhang, Erik Visser arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Self-Supervised  Pose  Emotion  Classification  Speech_Recognition  PDF
• 2021-10-02 Significance of Data Augmentation for Improving Cleft Lip and Palate Speech Recognition    Protima Nomo Sudro, Rohan Kumar Das, Rohit Sinha, S. R. Mahadeva Prasanna arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  GAN  Speech_Recognition  PDF
• 2021-10-01 Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning    Toshiko Shibano (1), Xinyi Zhang (1), Mia Taige Li (1), Haejin Cho (1), Peter Sullivan (1), Muhammad Abdul-Mageed (1) ((1) University of British Columbia) arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  Speech  Speech_Recognition  Language_Model  PDF
• 2021-10-01 Improving Punctuation Restoration for Speech Transcripts via External Data    Xue-Yong Fu, Cheng Chen, Md Tahmid Rahman Laskar, Shashi Bhushan TN, Simon Corston-Oliver arXiv_CL arXiv_CL  Recognition  Bert  Restoration  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-10-01 Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device    Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-30 SpliceOut: A Simple and Efficient Audio Augmentation Method    Arjit Jain, Pranay Reddy Samala, Deepak Mittal, Preethi Jyoti, Maneesh Singh arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  PDF
• 2021-09-30 Federated Learning in ASR: Not as Easy as You Think    Wentao Yu, Jan Freiwald, Sören Tewes, Fabien Huennemeyer, Dorothea Kolossa arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Pose  Speech_Recognition  PDF
• 2021-09-30 Fine-tuning wav2vec2 for speaker recognition    Nik Vaessen, David A. van Leeuwen arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-09-29 FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition    Yichong Leng, Xu Tan, Rui Wang, Linchen Zhu, Jin Xu, Linquan Liu, Tao Qin, Xiang-Yang Li, Edward Lin, Tie-Yan Liu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-09-29 Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch    Jakob Poncelet, Hugo Van hamme arXiv_SD arXiv_SD  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  Matching  PDF
• 2021-09-28 Neural Dependency Coding inspired Multimodal Fusion    Shiv Shankar arXiv_AI arXiv_AI  Image_Caption  Recognition  Speech  Emotion  Sentiment  Speech_Recognition  Caption  PDF
• 2021-09-28 'How Robust r u?': Evaluating Task-Oriented Dialogue Systems on Spoken Conversations    Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Behnam Hedayatnia, Dilek Hakkani-Tur arXiv_CL arXiv_CL  Tracking  Recognition  Knowledge  Speech  Speech_Recognition  Prediction  PDF
• 2021-09-27 BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition    Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-09-27 Challenges and Opportunities of Speech Recognition for Bengali Language    M. F. Mridha, Abu Quwsar Ohi, Md. Abdul Hamid, Muhammad Mostafa Monowar arXiv_CL arXiv_CL  Recognition  Speech  Action  Speech_Recognition  PDF
• 2021-09-27 Factorized Neural Transducer for Efficient Language Model Adaptation    Xie Chen, Zhong Meng, Sarangarajan Parthasarathy, Jinyu Li arXiv_CL arXiv_CL  Recognition  Optimization  Speech  Pose  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-09-27 Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates    Hirofumi Inaguma, Siddharth Dalmia, Brian Yan, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Classification  Speech_Recognition  Inference  Language_Model  PDF
• 2021-09-24 SD-QA: Spoken Dialectal Question Answering for the Real World    Fahim Faisal, Sharlina Keshava, Md Mahfuz ibn Alam, Antonios Anastasopoulos arXiv_CL arXiv_CL  Recognition  Speech  Face  Speech_Recognition  QA  PDF
• 2021-09-24 Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verification    Xuechen Liu, Md Sahidullah, Tomi Kinnunen arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2021-09-24 Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends    Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Knowledge  Review  Speech  Emotion  Survey  Classification  Deep_Learning  Speech_Recognition  Prediction  PDF
• 2021-09-23 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition    Qiantong Xu, Alexei Baevski, Michael Auli arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-09-23 Scenario Aware Speech Recognition: Advancements for Apollo Fearless Steps & CHiME-4 Corpora    Szu-Jui Chen, Wei Xia, John H.L. Hansen arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-22 Animal inspired Application of a Variant of Mel Spectrogram for Seismic Data Processing    Samayan Bhattacharya, Sk Shahnawaz arXiv_CV arXiv_CV  Recognition  Speech  Pose  Classification  Speech_Recognition  Prediction  PDF
• 2021-09-22 Noisy-to-Noisy Voice Conversion Framework with Denoising Model    Chao Xie, Yi-Chiao Wu, Patrick Lumban Tobing, Wen-Chin Huang, Tomoki Toda arXiv_SD arXiv_SD  Recognition  Speech  Pose  Denoising  Speech_Recognition  PDF
• 2021-09-21 On the Difficulty of Segmenting Words with Attention    Ramon Sanabria, Hao Tang, Sharon Goldwater arXiv_CL arXiv_CL  Segmentation  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-09-20 MeetDot: Videoconferencing with Live Translation Captions    Arkady Arkhangorodsky, Christopher Chu, Scot Fang, Yiqi Huang, Denglin Jiang, Ajay Nagesh, Boliang Zhang, Kevin Knight arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  Caption  PDF
• 2021-09-20 Audio-Visual Speech Recognition is Worth 32$times$32$times$8 Voxels    Dmitriy Serdyuk, Otavio Braga, Olivier Siohan arXiv_CV arXiv_CV  Transformer  Recognition  3D  Speech  Pose  Classification  Speech_Recognition  CNN  Image_Classification  PDF
• 2021-09-19 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition    Guolin Zheng, Yubei Xiao, Ke Gong, Pan Zhou, Xiaodan Liang, Liang Lin arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Represenation_Learning  Knowledge  Speech  Attention  Speech_Recognition  Language_Model  PDF
• 2021-09-16 PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription    Chen Zhang, Jiaxing Yu, LuChin Chang, Xu Tan, Jiawei Chen, Tao Qin, Kejun Zhang arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-09-16 Utterance-level neural confidence measure for end-to-end children speech recognition    Wei Liu, Tan Lee arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Classification  Attention  Speech_Recognition  Prediction  PDF
• 2021-09-15 Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-supervised Learning    Keqi Deng, Songjun Cao, Long Ma arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-15 Improving Streaming Transformer Based ASR Under a Framework of Self-supervised Learning    Songjun Cao, Yueteng Kang, Yanzhe Fu, Xiaoshuo Xu, Sining Sun, Yike Zhang, Long Ma arXiv_SD arXiv_SD  Transformer  Recognition  Knowledge  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-14 Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech    Katrin Tomanek, Vicky Zayats, Dirk Padfield, Kara Vaillancourt, Fadi Biadsy arXiv_CL arXiv_CL  Recognition  Speech  Action  Speech_Recognition  PDF
• 2021-09-14 Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition    Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Speech_Recognition  Inference  PDF
• 2021-09-14 LRWR: Large-Scale Benchmark for Lip Reading in Russian language    Evgeniy Egorov, Vasily Kostyumov, Mikhail Konyk, Sergey Kolesnikov arXiv_CV arXiv_CV  Recognition  Speech  Speech_Recognition  PDF
• 2021-09-14 Non-autoregressive Transformer with Unified Bidirectional Decoder for Automatic Speech Recognition    Chuan-Fei Zhang, Yan Liu, Tian-Hao Zhang, Song-Lu Chen, Feng Chen, Xu-Cheng Yin arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-09-13 Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation    Ivan Provilkov, Andrey Malinin arXiv_AI arXiv_AI  Recognition  Speech  Pose  NMT  Speech_Recognition  PDF
• 2021-09-12 A Decidability-Based Loss Function    Pedro Silva, Gladston Moreira, Vander Freitas, Rodrigo Silva, David Menotti, Eduardo Luz arXiv_CV arXiv_CV  Embedding  Recognition  Speech  Pose  Face  Deep_Learning  Face_Recognition  Speech_Recognition  PDF
• 2021-09-12 Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages    Anoop C S, Prathosh A P, A G Ramakrishnan arXiv_CL arXiv_CL  Unsupervised  Recognition  Adversarial  Speech  Speech_Recognition  PDF
• 2021-09-10 Remember the context! ASR slot error correction through memorization    Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-09-10 Large-vocabulary Audio-visual Speech Recognition in Noisy Environments    Wentao Yu, Steffen Zeiler, Dorothea Kolossa arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-09-10 Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-field Speech Recognition    Rong Gong, Carl Quillen, Dushyant Sharma, Andrew Goderre, José Laínez, Ljubomir Milanović arXiv_AI arXiv_AI  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-09-09 DeepEMO: Deep Learning for Speech Emotion Recognition    Enkhtogtokh Togootogtokh, Christian Klasen arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-09-06 Complementing Handcrafted Features with Raw Waveform Using a Light-weight Auxiliary Model    Zhongwei Teng, Quchen Fu, Jules White, Maria Powell, Douglas C. Schmidt arXiv_SD arXiv_SD  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2021-09-04 ISyNet: Convolutional Neural Networks design for AI accelerator    Alexey Letunovskiy, Vladimir Korviakov, Vladimir Polovnikov, Anastasiia Kargapoltseva, Ivan Mazurenko, Yepan Xiong arXiv_CV arXiv_CV  NAS  Recognition  Speech  Pose  Classification  Deep_Learning  Detection  Speech_Recognition  CNN  PDF
• 2021-09-03 Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks    Yogesh Kochar, Sunil Kumar Vengalil, Neelam Sinha arXiv_CV arXiv_CV  Recognition  Speech  Pose  Classification  Speech_Recognition  Prediction  PDF
• 2021-09-03 A brief history of AI: how to prevent another winter    Amirhosein Toosi, Andrea Bottino, Babak Saboury, Eliot Siegel, Arman Rahmim arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2021-09-02 Coarse-To-Fine And Cross-Lingual ASR Transfer    Peter Polák, Ondřej Bojar arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-09-01 Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition    Guangzhi Sun, Chao Zhang, Philip C. Woodland arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-09-01 You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event Detection    Satvik Venkatesh, David Moffat, Eduardo Reck Miranda arXiv_SD arXiv_SD  Segmentation  Recognition  Speech  Classification  Detection  Speech_Recognition  CNN  Inference  PDF
• 2021-08-31 Efficient Conformer: Progressive Downsampling and Grouped Attention for Automatic Speech Recognition    Maxime Burchi, Valentin Vielzeuf arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2021-08-31 Adversarial Example Devastation and Detection on Speech Recognition System by Adding Random Noise    Mingyu Dong, Diqun Yan, Yongkang Gong, Rangding Wang arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  Pose  Detection  Speech_Recognition  PDF
• 2021-08-30 ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding    Lingyun Feng, Jianwei Yu, Deng Cai, Songxiang Liu, Haitao Zheng, Yan Wang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Face  Attention  Speech_Recognition  PDF
• 2021-08-30 Multi-Channel Transformer Transducer for Speech Recognition    Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  Inference  PDF
• 2021-08-29 Investigations on Speech Recognition Systems for Low-Resource Dialectal Arabic-English Code-Switching Speech    Injy Hamed, Pavel Denisov, Chia-Yu Li, Mohamed Elmahdy, Slim Abdennadher, Ngoc Thang Vu arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-08-29 A Multimodal Framework for Video Ads Understanding    Zejia Weng, Lingchen Meng, Rui Wang, Zuxuan Wu, Yu-Gang Jiang arXiv_CV arXiv_CV  Segmentation  Recognition  OCR  Optical_Character  Speech  Attention  Speech_Recognition  Prediction  PDF
• 2021-08-28 Goal-driven text descriptions for images    Ruotian Luo arXiv_CV arXiv_CV  Image_Caption  Recognition  Pose_Estimation  Speech  Pose  Classification  Deep_Learning  Detection  Object_Detection  Speech_Recognition  Caption  Image_Classification  Video_Classification  PDF
• 2021-08-27 Injecting Text in Self-Supervised Speech Pretraining    Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Gary Wang, Pedro Moreno arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Contrastive_Learning  Speech_Recognition  Language_Model  Matching  PDF
• 2021-08-27 Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR    Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlicek, Oliver Ohneiser, Hartmut Helmke, Saeed Sarfjoo, Iuliia Nigmatulina arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Classification  GAN  Speech_Recognition  PDF
• 2021-08-27 Improving callsign recognition with air-surveillance data in air-traffic communication    Iuliia Nigmatulina, Rudolf Braun, Juan Zuluaga-Gomez, Petr Motlicek arXiv_CL arXiv_CL  Surveillance  Recognition  Speech  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-08-27 Task-aware Warping Factors in Mask-based Speech Enhancement    Qiongqiong Wang, Kong Aik Lee, Takafumi Koshinaka, Koji Okabe, Hitoshi Yamamoto arXiv_AI arXiv_AI  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-08-27 Full Attention Bidirectional Deep Learning Structure for Single Channel Speech Enhancement    Yuzi Yan, Wei-Qiang Zhang, Michael T. Johnson arXiv_SD arXiv_SD  Enhancement  Recognition  RNN  Speech  Pose  Deep_Learning  Attention  Speech_Recognition  PDF
• 2021-08-27 4-bit Quantization of LSTM-based Speech Recognition Models    Andrea Fasoli, Chia-Yu Chen, Mauricio Serrano, Xiao Sun, Naigang Wang, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Wei Zhang, Zoltán Tüske, Kailash Gopalakrishnan arXiv_CL arXiv_CL  Quantization  Recognition  RNN  Speech  Speech_Recognition  Inference  PDF
• 2021-08-26 Position-Invariant Truecasing with a Word-and-Character Hierarchical Recurrent Neural Network    Hao Zhang, You-Chi Cheng, Shankar Kumar, Mingqing Chen, Rajiv Mathews arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-08-26 Cross-domain Single-channel Speech Enhancement Model with Bi-projection Fusion Module for Noise-robust ASR    Fu-An Chao, Jeih-weih Hung, Berlin Chen arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Relation  Speech_Recognition  PDF
• 2021-08-24 Reducing Exposure Bias in Training Recurrent Neural Network Transducers    Xiaodong Cui, Brian Kingsbury, George Saon, David Haws, Zoltan Tuske arXiv_AI arXiv_AI  Recognition  RNN  Speech  Speech_Recognition  Inference  Language_Model  Prediction  PDF
• 2021-08-24 Graph Neural Networks: Methods, Applications, and Opportunities    Lilapati Waikhom, Ripon Patgiri arXiv_AI arXiv_AI  Unsupervised  Recognition  Speech  Self-Supervised  Survey  Deep_Learning  Relation  Speech_Recognition  Inference  PDF
• 2021-08-23 Automatic Speech Recognition using limited vocabulary: A survey    Jean Louis K. E. Fendji, Diane M. Tala, Blaise O. Yenke, Marcellin Atemkeng arXiv_AI arXiv_AI  Recognition  Speech  Face  Survey  Speech_Recognition  PDF
• 2021-08-23 Subject Envelope based Multitype Reconstruction Algorithm of Speech Samples of Parkinson's Disease    Yongming Li, Chengyu Liu, Pin Wang, Hehua Zhang, Anhai Wei arXiv_SD arXiv_SD  Reconstruction  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-08-23 A Unified Transformer-based Framework for Duplex Text Normalization    Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-08-22 Multilingual Speech Recognition for Low-Resource Indian Languages using Multi-Task conformer    Krishna D N arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-08-22 A Dual-Decoder Conformer for Multilingual Speech Recognition    Krishna D N arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-08-22 Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers    Juntae Kim, Jeehye Lee, Yoonhan Lee arXiv_AI arXiv_AI  Recognition  Sparse  RNN  Speech  Pose  Attention  Speech_Recognition  Prediction  PDF
• 2021-08-21 Hierarchical Summarization for Longform Spoken Dialog    Daniel Li, Thomas Chen, Albert Tung, Lydia Chilton arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Recognition  Speech  Pose  Action  Summarization  Speech_Recognition  PDF
• 2021-08-17 A Light-weight contextual spelling correction model for customizing transducer-based speech recognition systems    Xiaoqiang Wang, Yanqing Liu, Sheng Zhao, Jinyu Li arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2021-08-15 DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants    Deepak Muralidharan, Joel Ruben Antony Moniz, Weicheng Zhang, Stephen Pulman, Lin Li, Megan Barnes, Jingjing Pan, Jason Williams, Alex Acero arXiv_AI arXiv_AI  Recognition  Knowledge  Speech  Speech_Recognition  PDF
• 2021-08-12 Dereverberation of Autoregressive Envelopes for Far-field Speech Recognition    Anurenjan Purushothaman, Anirudh Sreeram, Rohit Kumar, Sriram Ganapathy arXiv_SD arXiv_SD  Recognition  Bert  Speech  Action  Speech_Recognition  Prediction  PDF
• 2021-08-11 On The Compensation Between Magnitude and Phase in Speech Separation    Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Speech_Recognition  PDF
• 2021-08-10 StarGAN-VC+ASR: StarGAN-based Non-Parallel Voice Conversion Regularized by Automatic Speech Recognition    Shoki Sakamoto, Akira Taniguchi, Tadahiro Taniguchi, Hirokazu Kameoka arXiv_AI arXiv_AI  Recognition  Adversarial  Speech  Pose  GAN  Speech_Recognition  PDF
• 2021-08-09 The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation    Minghan Wang, Yuxia Wang, Chang Su, Jiaxin Guo, Yingtao Zhang, Yujia Liu, Min Zhang, Shimin Tao, Xingshan Zeng, Liangyou Li, Hao Yang, Ying Qin arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Speech_Recognition  PDF
• 2021-08-09 Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition    Arash Dehghani, Seyyed Ali Seyyedsalehi arXiv_AI arXiv_AI  Recognition  RNN  Speech  Pose  Classification  Speech_Recognition  CNN  PDF
• 2021-08-07 Spatio-Temporal Attention Mechanism and Knowledge Distillation for Lip Reading    Shahd Elashmawy, Marian Ramsis, Hesham M. Eraqi, Farah Eldeshnawy, Hadeel Mabrouk, Omar Abugabal, Nourhan Sakr arXiv_AI arXiv_AI  Facial_Landmark  Recognition  Knowledge  Speech  Pose  Detection  Attention  Speech_Recognition  PDF
• 2021-08-07 An empirical assessment of deep learning approaches to task-oriented dialog management    Lukáš Matějů, David Griol, Zoraida Callejas, José Manuel Molina, Araceli Sanchis arXiv_CL arXiv_CL  Recognition  Speech  Face  Action  Deep_Learning  Speech_Recognition  PDF
• 2021-08-05 Out-of-domain Generalization from a Single Source: A Uncertainty Quantification Approach    Xi Peng, Fengchun Qiao, Long Zhao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Text_Classification  Knowledge  Speech  Pose  Classification  GAN  Speech_Recognition  Image_Classification  PDF
• 2021-08-05 Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification    Yidi Jiang, Bidisha Sharma, Maulik Madhavi, Haizhou Li arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Knowledge  Speech  Pose  Classification  Attention  Speech_Recognition  Language_Model  PDF
• 2021-08-04 Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-temporal Sparsity    Chang Gao, Tobi Delbruck, Shih-Chii Liu arXiv_AI arXiv_AI  Recognition  Sparse  RNN  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-08-04 Dyn-ASR: Compact, Multilingual Speech Recognition via Spoken Language and Accent Identification    Sangeeta Ghangam, Daniel Whitenack, Joshua Nemecek arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-08-04 Unsupervised Domain Adaptation in Speech Recognition using Phonetic Features    Rupam Ojha, C Chandra Sekhar arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-08-04 Blind and neural network-guided convolutional beamformer for joint denoising, dereverberation, and source separation    Tomohiro Nakatani, Rintaro Ikeshita, Keisuke Kinoshita, Hiroshi Sawada, Shoko Araki arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Pose  Action  Denoising  Speech_Recognition  CNN  PDF
• 2021-08-04 Improving Distinction between ASR Errors and Speech Disfluencies with Feature Space Interpolation    Seongmin Park, Dongchan Shin, Sangyoun Paik, Subong Choi, Alena Kazakova, Jihwa Lee arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Detection  Speech_Recognition  Language_Model  PDF
• 2021-08-03 Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization    Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow arXiv_SD arXiv_SD  Quantization  Recognition  Optimization  RNN  Speech  Pose  Speech_Recognition  Inference  Matching  PDF
• 2021-08-03 Learning a Neural Diff for Speech Models    Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2021-08-03 Amortized Neural Networks for Low-Latency Speech Recognition    Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow arXiv_SD arXiv_SD  Recognition  Sparse  RNN  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-08-03 A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English    Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-08-02 User-Initiated Repetition-Based Recovery in Multi-Utterance Dialogue Systems    Hoang Long Nguyen, Vincent Renkens, Joris Pelemans, Srividya Pranavi Potharaju, Anil Kumar Nalamalapu, Murat Akbacak arXiv_CL arXiv_CL  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-08-02 The Role of Phonetic Units in Speech Emotion Recognition    Jiahong Yuan, Xingyu Cai, Renjie Zheng, Liang Huang, Kenneth Church arXiv_CL arXiv_CL  Recognition  Speech  Pose  Emotion  Speech_Recognition  PDF
• 2021-08-02 Decoupling recognition and transcription in Mandarin ASR    Jiahong Yuan, Xingyu Cai, Dongji Gao, Renjie Zheng, Liang Huang, Kenneth Church arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-08-02 Automatic recognition of suprasegmentals in speech    Jiahong Yuan, Neville Ryant, Xingyu Cai, Kenneth Church, Mark Liberman arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-08-02 Adversarial Data Augmentation for Disordered Speech Recognition    Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  Pose  Contour  GAN  Speech_Recognition  CNN  PDF
• 2021-07-30 The History of Speech Recognition to the Year 2030    Awni Hannun arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-07-30 USC: An Open-Source Uzbek Speech Corpus and Initial Speech Recognition Experiments    Muhammadjon Musaev, Saida Mussakhojayeva, Ilyos Khujayorov, Yerbolat Khassanov, Mannon Ochilov, Huseyin Atakan Varol arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Speech_Recognition  PDF
• 2021-07-29 Adapting GPT, GPT-2 and BERT Language Models for Speech Recognition    Xianrui Zheng, Chao Zhang, Philip C. Woodland arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-07-26 Continual-wav2vec2: an Application of Continual Learning for Self-Supervised Automatic Speech Recognition    Samuel Kessler, Bethan Thomas, Salah Karout arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Action  Speech_Recognition  PDF
• 2021-07-26 SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification    Wiebke Toussaint, Aaron Yi Ding arXiv_AI arXiv_AI  Recognition  Speech  Action  Speech_Recognition  Prediction  PDF
• 2021-07-26 Facetron: Multi-speaker Face-to-Speech Model based on Cross-modal Latent Representations    Se-Yun Um, Jihyun Kim, Jihyun Lee, Sangshin Oh, Kyungguen Byun, Hong-Goo Kang arXiv_CV arXiv_CV  Recognition  Adversarial  Speech  Pose  Face  GAN  Speech_Recognition  PDF
• 2021-07-24 Differentiable Allophone Graphs for Language-Universal Speech Recognition    Brian Yan, Siddharth Dalmia, David R. Mortensen, Florian Metze, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Pose  Face  Speech_Recognition  PDF
• 2021-07-23 Brazilian Portuguese Speech Recognition Using Wav2vec 2.0    Lucas Rafael Stefanel Gris, Edresson Casanova, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Candido Junior arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Deep_Learning  Speech_Recognition  PDF
• 2021-07-23 Using Deep Learning Techniques and Inferential Speech Statistics for AI Synthesised Speech Recognition    Arun Kumar Singh (1), Priyanka Singh (2), Karan Nathwani (1) ((1) Indian Institute of Technology Jammu, (2) Dhirubhai Ambani Institute of Information and Communication Technology) arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Deep_Learning  Speech_Recognition  CNN  PDF
• 2021-07-23 OLR 2021 Challenge: Datasets, Rules and Baselines    Binling Wang, Wenxuan Hu, Jing Li, Yiming Zhi, Zheng Li, Qingyang Hong, Lin Li, Dong Wang, Liming Song, Cheng Yang arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Speech_Recognition  PDF
• 2021-07-22 CarneliNet: Neural Mixture Model for Automatic Speech Recognition    Aleksei Kalinov, Somshubra Majumdar, Jagadeesh Balam, Boris Ginsburg arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-07-22 Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech    Duo Ma, Nana Hou, Van Tung Pham, Haihua Xu, Eng Siong Chng arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-07-22 Semantic Communications for Speech Recognition    Zhenzi Weng, Zhijin Qin, Geoffrey Ye Li arXiv_SD arXiv_SD  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-07-21 Bridging the Gap between Spatial and Spectral Domains: A Theoretical Framework for Graph Neural Networks    Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Lingfei Wu, Charu Aggarwal, Chang-Tien Lu arXiv_AI arXiv_AI  Recognition  Speech  Pose  Survey  Classification  Deep_Learning  Relation  Speech_Recognition  Image_Classification  PDF
• 2021-07-20 On Prosody Modeling for ASR+TTS based Voice Conversion    Wen-Chin Huang, Tomoki Hayashi, Xinjian Li, Shinji Watanabe, Tomoki Toda arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-07-20 Seed Words Based Data Selection for Language Model Adaptation    Roberto Gretter, Marco Matassoni, Daniele Falavigna arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-07-20 Streaming End-to-End ASR based on Blockwise Non-Autoregressive Models    Tianzi Wang, Yuya Fujita, Xuankai Chang, Shinji Watanabe arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Attention  Speech_Recognition  Inference  PDF
• 2021-07-20 Sequence Model with Self-Adaptive Sliding Window for Efficient Spoken Document Segmentation    Qinglin Zhang, Qian Chen, Yali Li, Jiaqing Liu, Wen Wang arXiv_CL arXiv_CL  Segmentation  Recognition  Bert  Speech  Pose  Summarization  Speech_Recognition  Inference  PDF
• 2021-07-19 Token-Level Supervised Contrastive Learning for Punctuation Restoration    Qiushi Huang, Tom Ko, H Lilian Tang, Xubo Liu, Bo Wu arXiv_CL arXiv_CL  Embedding  Recognition  Restoration  Speech  Contrastive_Learning  Detection  Speech_Recognition  Language_Model  PDF
• 2021-07-19 A baseline model for computationally inexpensive speech recognition for Kazakh using the Coqui STT framework    Ilnar Salimzianov arXiv_CL arXiv_CL  Recognition  Speech  Face  Speech_Recognition  Inference  Language_Model  PDF
• 2021-07-16 A Comparison of Methods for OOV-word Recognition on a New Public Dataset    Rudolf A. Braun, Srikanth Madikeri, Petr Motlicek arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-07-15 Multi-task Learning with Cross Attention for Keyword Spotting    Takuya Higuchi, Anmol Gupta, Chandra Dhir arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Attention  Speech_Recognition  PDF
• 2021-07-15 VAD-free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording    Hirofumi Inaguma, Tatsuya Kawahara arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Detection  Attention  Speech_Recognition  Activity  Inference  PDF
• 2021-07-15 CLSRIL-23: Cross Lingual Speech Representations for Indic Languages    Anirudh Gupta, Harveen Singh Chadha, Priyanshi Shah, Neeraj Chimmwal, Ankur Dhuriya, Rishabh Gaur, Vivek Raghavan arXiv_CL arXiv_CL  Quantization  Recognition  Speech  Speech_Recognition  PDF
• 2021-07-14 Localization Based Sequential Grouping for Continuous Speech Separation    Zhong-Qiu Wang, DeLiang Wang arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-07-13 The IWSLT 2021 BUT Speech Translation Systems    Hari Krishna Vydana, Martin Karafi'at, Luk'as Burget, "Honza" Cernock'y arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-07-13 Zero-shot Speech Translation    Tu Anh Dinh arXiv_CL arXiv_CL  Recognition  Zero-Shot  Speech  Few-Shot  Speech_Recognition  Inference  PDF
• 2021-07-13 Conformer-based End-to-end Speech Recognition With Rotary Position Embedding    Shengqiang Li, Menglong Xu, Xiao-Lei Zhang arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-07-13 A Configurable Multilingual Model is All You Need to Recognize All Languages    Long Zhou, Jinyu Li, Eric Sun, Shujie Liu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-07-11 Multilingual and crosslingual speech recognition using phonological-vector based phone embeddings    Chengrui Zhu, Keyu An, Huahuan Zheng, Zhijian Ou arXiv_CL arXiv_CL  Embedding  Recognition  Zero-Shot  Speech  Pose  Action  Few-Shot  Speech_Recognition  PDF
• 2021-07-10 Layer-wise Analysis of a Self-supervised Speech Representation Model    Ankita Pasad, Ju-Chieh Chou, Karen Livescu arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  PDF
• 2021-07-09 Noisy Training Improves E2E ASR for the Edge    Dilin Wang, Yuan Shangguan, Haichuan Yang, Pierce Chuang, Jiatong Zhou, Meng Li, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra arXiv_CL arXiv_CL  Recognition  Sparse  Speech  Pose  Speech_Recognition  PDF
• 2021-07-08 Improved Language Identification Through Cross-Lingual Self-Supervised Learning    Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-07-07 End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning    Tomohiro Tanaka, Ryo Masumura, Mana Ihori, Akihiko Takashima, Shota Orihashi, Naoki Makishima arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-07-07 Improving Speech Recognition Accuracy of Local POI Using Geographical Models    Songjun Cao, Yike Zhang, Xiaobing Feng, Long Ma arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-07-07 Advancing CTC-CRF Based End-to-End Speech Recognition with Wordpieces and Conformers    Huahuan Zheng, Wenjie Peng, Zhijian Ou, Jinsong Zhang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-07-06 Kosp2e: Korean Speech to English Translation Corpus    Won Ik Cho, Seok Min Kim, Hyunchang Cho, Nam Soo Kim arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-07-06 A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio    Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL  Recognition  Optimization  Represenation_Learning  Speech  Pose  Speech_Recognition  PDF
• 2021-07-05 Instant One-Shot Word-Learning for Context-Specific Neural Sequence-to-Sequence Speech Recognition    Christian Huber, Juan Hussain, Sebastian Stüker, Alexander Waibel arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-07-05 Improving a neural network model by explanation-guided training for glioma classification based on MRI data    Frantisek Sefcik, Wanda Benesova arXiv_CV arXiv_CV  Recognition  Speech  Pose  Classification  Deep_Learning  Speech_Recognition  Medical  CNN  PDF
• 2021-07-05 Investigation of Practical Aspects of Single Channel Speech Separation for ASR    Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Speech_Recognition  PDF
• 2021-07-04 Arabic Code-Switching Speech Recognition using Monolingual Data    Ahmed Ali, Shammur Chowdhury, Amir Hussein, Yasser Hifny arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Speech_Recognition  PDF
• 2021-07-04 Cross-Modal Transformer-Based Neural Correction Models for Automatic Speech Recognition    Tomohiro Tanaka, Ryo Masumura, Mana Ihori, Akihiko Takashima, Takafumi Moriya, Takanori Ashihara, Shota Orihashi, Naoki Makishima arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Relation  Attention  Speech_Recognition  PDF
• 2021-07-04 Unified Autoregressive Modeling for Joint End-to-End Multi-Talker Overlapped Speech Recognition and Speaker Attribute Estimation    Ryo Masumura, Daiki Okamura, Naoki Makishima, Mana Ihori, Akihiko Takashima, Tomohiro Tanaka, Shota Orihashi arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Relation  Speech_Recognition  PDF
• 2021-07-04 TENET: A Time-reversal Enhancement Network for Noise-robust ASR    Fu-An Chao, Shao-Wei Fan Jiang, Bi-Cheng Yan, Jeih-weih Hung, Berlin Chen arXiv_SD arXiv_SD  Transformer  Enhancement  Recognition  Adversarial  Speech  Deep_Learning  Speech_Recognition  PDF
• 2021-07-02 Relaxed Attention: A Simple Method to Boost Performance of End-to-End Automatic Speech Recognition    Timo Lohrenz, Patrick Schwarz, Zhengyang Li, Tim Fingscheidt arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Attention  Speech_Recognition  Language_Model  PDF
• 2021-07-02 Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition    Niko Moritz, Takaaki Hori, Jonathan Le Roux arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-07-02 Multi-user VoiceFilter-Lite via Attentive Speaker Embedding    Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Detection  Attention  Speech_Recognition  PDF
• 2021-07-02 Vox Populi, Vox DIY: Benchmark Dataset for Crowdsourced Audio Transcription    Nikita Pavlichenko, Ivan Stelmakh, Dmitry Ustalov arXiv_SD arXiv_SD  Recognition  Speech  Classification  Speech_Recognition  Image_Classification  PDF
• 2021-07-02 Supervised Contrastive Learning for Accented Speech Recognition    Tao Han, Hantao Huang, Ziang Yang, Wei Han arXiv_SD arXiv_SD  Recognition  Zero-Shot  Speech  Contrastive_Learning  Speech_Recognition  PDF
• 2021-07-01 Interactive decoding of words from visual speech recognition models    Brendan Shillingford, Yannis Assael, Misha Denil arXiv_CL arXiv_CL  Recognition  Speech  Action  Speech_Recognition  PDF
• 2021-07-01 ESPnet-ST IWSLT 2021 Offline Speech Translation System    Hirofumi Inaguma, Brian Yan, Siddharth Dalmia, Pengcheng Gu, Jiatong Shi, Kevin Duh, Shinji Watanabe arXiv_CL arXiv_CL  Segmentation  Recognition  Knowledge  Speech  Speech_Recognition  Inference  PDF
• 2021-07-01 StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR    Hirofumi Inaguma, Tatsuya Kawahara arXiv_CL arXiv_CL  Recognition  RNN  Regularization  Speech  Pose  Boundary_Detection  Detection  Attention  Speech_Recognition  PDF
• 2021-07-01 Pretext Tasks selection for multitask self-supervised speech representation learning    Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-07-01 Word-Free Spoken Language Understanding for Mandarin-Chinese    Zhiyuan Guo, Yuexin Li, Guo Chen, Xingyu Chen, Akshat Gupta arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Classification  Speech_Recognition  Language_Model  PDF
• 2021-06-30 Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models    Amber Afshan, Kshitiz Kumar, Jian Wu arXiv_SD arXiv_SD  Recognition  RNN  Regularization  Speech  Pose  Action  Speech_Recognition  PDF
• 2021-06-30 IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task    Pavel Denisov, Manuel Mager, Ngoc Thang Vu arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Speech_Recognition  PDF
• 2021-06-30 End-to-End Spoken Language Understanding using RNN-Transducer ASR    Anirudh Raju, Gautam Tiwari, Milind Rao, Pranav Dheram, Bryan Anderson, Zhe Zhang, Bach Bui, Ariya Rastrow arXiv_CL arXiv_CL  Recognition  Optimization  RNN  Speech  Pose  Face  Speech_Recognition  PDF
• 2021-06-29 Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding    Siddhant Arora, Alissa Ostapenko, Vijay Viswanathan, Siddharth Dalmia, Florian Metze, Shinji Watanabe, Alan W Black arXiv_CL arXiv_CL  Recognition  Speech  Pose  Face  Action  Speech_Recognition  Prediction  PDF
• 2021-06-25 Cross-Modal Knowledge Distillation Method for Automatic Cued Speech Recognition    Jianrong Wang, Ziyue Tang, Xuewei Li, Mei Yu, Qiang Fang, Li Liu arXiv_SD arXiv_SD  Recognition  Knowledge  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-06-25 Building Intelligent Autonomous Navigation Agents    Devendra Singh Chaplot arXiv_AI arXiv_AI  Recognition  Reinforcement_Learning  Speech  Face  Face_Recognition  Speech_Recognition  Autonomous  PDF
• 2021-06-24 Where are we in semantic concept extraction for Spoken Language Understanding?    Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Action  Speech_Recognition  PDF
• 2021-06-24 QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus    Hamdy Mubarak, Amir Hussein, Shammur Absar Chowdhury, Ahmed Ali arXiv_CL arXiv_CL  Segmentation  Recognition  Restoration  Speech  Speech_Recognition  Language_Model  QA  PDF
• 2021-06-24 Lexical Access Model for Italian -- Modeling human speech processing: identification of words in running speech toward lexical access based on the detection of landmarks and other acoustic cues to features    Maria-Gabriella Di Benedetto, Stefanie Shattuck-Hufnagel, Jeung-Yoon Choi, Luca De Nardis, Javier Arango, Ian Chan, Alec DeCaprio arXiv_CL arXiv_CL  Recognition  Speech  Detection  Speech_Recognition  PDF
• 2021-06-23 Mixtures of Deep Neural Experts for Automated Speech Scoring    Sara Papi, Edmondo Trentin, Roberto Gretter, Marco Matassoni, Daniele Falavigna arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Action  Speech_Recognition  Language_Model  PDF
• 2021-06-23 Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks using Switching Tokens    Mana Ihori, Naoki Makishima, Tomohiro Tanaka, Akihiko Takashima, Shota Orihashi, Ryo Masumura arXiv_CL arXiv_CL  Recognition  Restoration  Zero-Shot  Speech  Pose  Speech_Recognition  PDF
• 2021-06-21 A Discriminative Entity-Aware Language Model for Virtual Assistants    Mandana Saebi, Ernest Pusateri, Aaksha Meghawat, Christophe Van Gysel arXiv_CL arXiv_CL  Recognition  Knowledge  Knowledge_Graph  Speech  Relation  Speech_Recognition  Language_Model  PDF
• 2021-06-21 How to Reach Real-Time AI on Consumer Devices? Solutions for Programmable and Custom Architectures    Stylianos I. Venieris, Ioannis Panopoulos, Ilias Leontiadis, Iakovos S. Venieris arXiv_CV arXiv_CV  Recognition  Speech  Pose  Face  Deep_Learning  Speech_Recognition  Inference  PDF
• 2021-06-21 Pay Better Attention to Attention: Head Selection in Multilingual and Multi-Domain Sequence Modeling    Hongyu Gong, Yun Tang, Juan Pino, Xian Li arXiv_AI arXiv_AI  Recognition  Salient  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-06-21 MeshRIR: A Dataset of Room Impulse Responses on Meshed Grid Points For Evaluating Sound Field Analysis and Synthesis Methods    Shoichi Koyama, Tomoya Nishida, Keisuke Kimura, Takumi Abe, Natsuki Ueno, Jesper Brunnström arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Speech_Recognition  PDF
• 2021-06-18 Analysis and Tuning of a Voice Assistant System for Dysfluent Speech    Vikramjit Mitra, Zifang Huang, Colin Lea, Lauren Tooley, Sarah Wu, Darren Botten, Ashwini Palekar, Shrinath Thelapurath, Panayiotis Georgiou, Sachin Kajarekar, Jefferey Bigham arXiv_AI arXiv_AI  Recognition  Speech  Quantitative  Speech_Recognition  PDF
• 2021-06-18 On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech    Katrin Tomanek, Françoise Beaufays, Julie Cattiau, Angad Chandorkar, Khe Chai Sim arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-06-18 An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition    Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao, Abeer Alwan arXiv_AI arXiv_AI  Transformer  Embedding  Recognition  Speech  Pose  Relation  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2021-06-17 Multi-mode Transformer Transducer with Stochastic Future Context    Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu J. Han, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-06-17 Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion    Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-06-17 Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-EndSpeech Recognition    Xiong Wang, Sining Sun, Lei Xie, Long Ma arXiv_SD arXiv_SD  Transformer  Recognition  Sparse  Speech  Attention  Speech_Recognition  Inference  PDF
• 2021-06-17 Layer Pruning on Demand with Intermediate CTC    Jaesong Lee, Jingu Kang, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Recognition  Regularization  Speech  Pose  Classification  Relation  Speech_Recognition  PDF
• 2021-06-16 Collaborative Training of Acoustic Encoders for Speech Recognition    Varun Nagaraja, Yangyang Shi, Ganesh Venkatesh, Ozlem Kalinli, Michael L. Seltzer, Vikas Chandra arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-06-16 Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition    Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori arXiv_SD arXiv_SD  Recognition  Speech  Action  Classification  Speech_Recognition  PDF
• 2021-06-16 Semantic sentence similarity: size does not always matter    Danny Merkx, Stefan L. Frank, Mirjam Ernestus arXiv_CL arXiv_CL  Image_Caption  Embedding  Recognition  Knowledge  Speech  Speech_Recognition  Caption  PDF
• 2021-06-16 Topic Classification on Spoken Documents Using Deep Acoustic and Linguistic Features    Tan Liu, Wu Guo, Bin Gu arXiv_AI arXiv_AI  Recognition  Speech  Pose  Classification  Attention  Speech_Recognition  PDF
• 2021-06-16 Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain    Pengcheng Guo, Xuankai Chang, Shinji Watanabe, Lei Xie arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Speech_Recognition  Inference  PDF
• 2021-06-15 RyanSpeech: A Corpus for Conversational Text-to-Speech Synthesis    Rohola Zandie, Mohammad H. Mahoor, Julia Madsen, Eshrat S. Emamian arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-06-15 ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling    Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  RNN  Speech  Pose  Action  Detection  Speech_Recognition  Language_Model  QA  PDF
• 2021-06-15 Dialectal Speech Recognition and Translation of Swiss German Speech to Standard German Text: Microsoft's Submission to SwissText 2021    Yuriy Arabskyy, Aashish Agarwal, Subhadeep Dey, Oscar Koller arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-06-15 Multi-channel Opus compression for far-field automatic speech recognition with a fixed bitrate budget    Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-06-14 SynthASR: Unlocking Synthetic Data for Speech Recognition    Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo arXiv_SD arXiv_SD  Recognition  Sparse  RNN  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-06-14 Assessing the Use of Prosody in Constituency Parsing of Imperfect Transcripts    Trang Tran, Mari Ostendorf arXiv_CL arXiv_CL  Recognition  Speech  Action  Speech_Recognition  PDF
• 2021-06-14 Kaizen: Continuously improving teacher using Exponential Moving Average for semi-supervised speech recognition    Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-06-14 CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition    Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris arXiv_CL arXiv_CL  Recognition  RNN  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2021-06-14 Learning Audio-Visual Dereverberation    Changan Chen, Wei Sun, David Harwath, Kristen Grauman arXiv_CV arXiv_CV  Enhancement  Recognition  3D  Speech  Face  Speech_Recognition  PDF
• 2021-06-14 Overcoming Domain Mismatch in Low Resource Sequence-to-Sequence ASR Models using Hybrid Generated Pseudotranscripts    Chak-Fai Li, Francis Keith, William Hartmann, Matthew Snover, Owen Kimball arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-06-14 Using heterogeneity in semi-supervised transcription hypotheses to improve code-switched speech recognition    Andrew Slottje, Shannon Wotherspoon, William Hartmann, Matthew Snover, Owen Kimball arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-06-13 Cross-sentence Neural Language Models for Conversational Speech Recognition    Shih-Hsuan Chiu, Tien-Hong Lo, Berlin Chen arXiv_CL arXiv_CL  Unsupervised  Recognition  RNN  Speech  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-06-13 GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio    Guoguo Chen, Shuzhou Chai, Guanbo Wang, Jiayu Du, Wei-Qiang Zhang, Chao Weng, Dan Su, Daniel Povey, Jan Trmal, Junbo Zhang, Mingjie Jin, Sanjeev Khudanpur, Shinji Watanabe, Shuaijiang Zhao, Wei Zou, Xiangang Li, Xuchen Yao, Yongqing Wang, Yujun Wang, Zhao You, Zhiyong Yan arXiv_CL arXiv_CL  Segmentation  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-06-12 Incorporating External POS Tagger for Punctuation Restoration    Ning Shi, Wei Wang, Boxin Wang, Jinfeng Li, Xiangyu Liu, Zhouhan Lin arXiv_CL arXiv_CL  Recognition  Restoration  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-06-11 Leveraging Pre-trained Language Model for Speech Sentiment Analysis    Suwon Shon, Pablo Brusco, Jing Pan, Kyu J. Han, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Pose  Sentiment  Speech_Recognition  Language_Model  PDF
• 2021-06-11 Improving RNN-T ASR Performance with Date-Time and Location Awareness    Swayambhu Nath Ray, Soumyajit Mitra, Raghavendra Bilgi, Sri Garimella arXiv_CL arXiv_CL  Recognition  RNN  Speech  Speech_Recognition  PDF
• 2021-06-10 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition    Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David Cox, James Glass arXiv_CL arXiv_CL  Recognition  Sparse  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-06-10 KARI: KAnari/QCRI's End-to-End systems for the INTERSPEECH 2021 Indian Languages Code-Switching Challenge    Amir Hussein, Shammur Chowdhury, Ahmed Ali arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-06-10 U2++: Unified Two-pass Bidirectional End-to-end Model for Speech Recognition    Di Wu, Binbin Zhang, Chao Yang, Zhendong Peng, Wenjing Xia, Xiaoyu Chen, Xin Lei arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-06-09 A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition    Shigeki Karita, Yotaro Kubo, Michiel Adriaan Unico Bacchiani, Llion Jones arXiv_CL arXiv_CL  Recognition  RNN  Speech  Classification  Attention  Speech_Recognition  PDF
• 2021-06-09 Unsupervised Automatic Speech Recognition: A Review    Hanan Aldarmaki, Asad Ullah, Nazar Zaki arXiv_CL arXiv_CL  Segmentation  Unsupervised  Recognition  Review  Speech  Speech_Recognition  PDF
• 2021-06-08 Sequential End-to-End Intent and Slot Label Classification and Localization    Yiran Cao, Nihal Potdar, Anderson R. Avila arXiv_CL arXiv_CL  Recognition  3D  RNN  Speech  Pose  Action  Classification  Speech_Recognition  CNN  Prediction  PDF
• 2021-06-08 Muddling Label Regularization: Deep Learning for Tabular Datasets    Karim Lounici, Katia Meziani, Benjamin Riu arXiv_AI arXiv_AI  Recognition  Regularization  Knowledge  Speech  Classification  Deep_Learning  Speech_Recognition  PDF
• 2021-06-08 Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition    Max W. Y. Lam, Jun Wang, Chao Weng, Dan Su, Dong Yu arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Pose  Action  Speech_Recognition  PDF
• 2021-06-07 Data Augmentation Methods for End-to-end Speech Recognition on Distant-Talk Scenarios    Emiru Tsunoo, Kentaro Shibata, Chaitanya Narisetty, Yosuke Kashiwagi, Shinji Watanabe arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  Pose  GAN  Speech_Recognition  PDF
• 2021-06-06 CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings    Tatiana Likhomanenko, Qiantong Xu, Ronan Collobert, Gabriel Synnaeve, Alex Rogozhnikov arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-06-04 Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio    Gokce Keskin, Minhua Wu, Brian King, Harish Mallidi, Yang Gao, \\Jasha Droppo, Ariya Rastrow, Roland Maas arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-06-04 Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition    Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong arXiv_AI arXiv_AI  Transformer  Recognition  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2021-06-03 Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability    Somnath Roy arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Pose  Face  Deep_Learning  Speech_Recognition  PDF
• 2021-06-02 Lightweight Adapter Tuning for Multilingual Speech Translation    Hang Le, Juan Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-06-02 Attention-based Contextual Language Model Adaptation for Speech Recognition    Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe arXiv_AI arXiv_AI  Recognition  Speech  Attention  Speech_Recognition  Language_Model  PDF
• 2021-06-02 Dual Script E2E framework for Multilingual and Code-Switching ASR    Mari Ganesh Kumar, Jom Kuriakose, Anand Thyagachandran, Arun Kumar A, Ashish Seth, Lodagala Durga Prasad, Saish Jaiswal, Anusha Prakash, Hema Murthy arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-06-02 Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights    Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan, Pawan Goyal arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-06-02 Improving low-resource ASR performance with untranscribed out-of-domain data    Jayadev Billa arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-06-02 Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition    Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Takafumi Moriya, Naoyuki Kamo arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Action  Deep_Learning  Speech_Recognition  PDF
• 2021-06-01 A Neural Acoustic Echo Canceller Optimized Using An Automatic Speech Recognizer And Large Scale Synthetic Data    Nathan Howard, Alex Park, Turaj Zakizadeh Shabestary, Alexander Gruenstein, Rohit Prabhavalkar arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-06-01 Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021    Xingshan Zeng, Liangyou Li, Qun Liu arXiv_CL arXiv_CL  Transformer  Recognition  Zero-Shot  Speech  Speech_Recognition  PDF
• 2021-05-31 Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla    Zabir Al Nazi, Sayed Mohammed Tasmimul Huda arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  CNN  PDF
• 2021-05-31 Low-Resource Spoken Language Identification Using Self-Attentive Pooling and Deep 1D Time-Channel Separable Convolutions    Roman Bedyakin, Nikolay Mikhaylovskiy arXiv_CL arXiv_CL  Recognition  Speech  Classification  Speech_Recognition  CNN  PDF
• 2021-05-31 Bangla Natural Language Processing: A Comprehensive Review of Classical, Machine Learning, and Deep Learning Based Methods    Ovishake Sen, Mohtasim Fuad, MD. Nazrul Islam, Jakaria Rabbi, MD. Kamrul Hasan, Awal Ahmed Fime, Md. Tahmid Hasan Fuad, Delowar Sikder, MD. Akil Raihan Iftee arXiv_AI arXiv_AI  Recognition  Optical_Character  Knowledge  Review  Speech  Face  Action  Deep_Learning  Detection  Sentiment  Summarization  Speech_Recognition  PDF
• 2021-05-31 Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASR    Shammur Absar Chowdhury, Amir Hussein, Ahmed Abdelali, Ahmed Ali arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-05-31 Multi-Scale Temporal Convolution Network for Classroom Voice Detection    Lu Ma, Xintian Wang, Song Yang, Yaguang Gong, Zhongqin Wu arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Detection  Speech_Recognition  CNN  PDF
• 2021-05-26 Multitask Learning for Grapheme-to-Phoneme Conversion of Anglicisms in German Speech Recognition    Julia Pritzen, Michael Gref, Christoph Schmidt, Dietlind Zühlke arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-05-26 Training Speech Enhancement Systems with Noisy Speech Datasets    Koichi Saito, Stefan Uhlich, Giorgio Fabbro, Yuki Mitsufuji arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-05-25 Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks    Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladmir Zolotov, Julian Dolby, Jie Chen, Mihir Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Ulrich Finkler arXiv_AI arXiv_AI  Recognition  Speech  Classification  Deep_Learning  Speech_Recognition  Recommendation  PDF
• 2021-05-24 FedScale: Benchmarking Model and System Performance of Federated Learning    Fan Lai, Yinwei Dai, Xiangfeng Zhu, Mosharaf Chowdhury arXiv_AI arXiv_AI  Recognition  Reinforcement_Learning  Optimization  Speech  Classification  Detection  Object_Detection  Speech_Recognition  Image_Classification  Language_Model  PDF
• 2021-05-24 Unsupervised Speech Recognition    Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli arXiv_CL arXiv_CL  Unsupervised  Recognition  Adversarial  Speech  Self-Supervised  Action  Speech_Recognition  PDF
• 2021-05-20 A Streaming End-to-End Framework For Spoken Language Understanding    Nihal Potdar, Anderson R. Avila, Chao Xing, Dong Wang, Yiran Cao, Xiao Chen arXiv_CL arXiv_CL  Recognition  Optimization  RNN  Speech  Pose  Classification  Detection  Speech_Recognition  PDF
• 2021-05-20 Mondegreen: A Post-Processing Solution to Speech Recognition Error Correction for Voice Search Queries    Sukhdeep S. Sodhi, Ellie Ka-In Chio, Ambarish Jash, Santiago Ontañón, Ajit Apte, Ankit Kumar, Ayooluwakunmi Jeje, Dima Kuzmin, Harry Fung, Heng-Tze Cheng, Jon Effrat, Tarush Bali, Nitin Jindal, Pei Cao, Sarvjeet Singh, Senqiang Zhou, Tameen Khan, Amol Wankhede, Moustafa Alzantot, Allen Wu, Tushar Chandra arXiv_CL arXiv_CL  Recognition  Speech  Action  Speech_Recognition  PDF
• 2021-05-19 Attack on practical speaker verification system using universal adversarial perturbations    Weiyi Zhang, Shuning Zhao, Le Liu, Jianmin Li, Xingliang Cheng, Thomas Fang Zheng, Xiaolin Hu arXiv_AI arXiv_AI  Recognition  Adversarial  Speech  Pose  Detection  Speech_Recognition  PDF
• 2021-05-19 SEMOUR: A Scripted Emotional Speech Repository for Urdu    Nimra Zaheer, Obaid Ullah Ahmad, Ammar Ahmed, Muhammad Shehryar Khan, Mudassir Shabbir arXiv_SD arXiv_SD  Recognition  Speech  Pose  Emotion  Speech_Recognition  Prediction  PDF
• 2021-05-18 Exploiting Adapters for Cross-lingual Low-resource Speech Recognition    Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki arXiv_CL arXiv_CL  Transformer  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2021-05-15 Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks    Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni arXiv_AI arXiv_AI  Recognition  Optimization  RNN  Speech  Pose  Speech_Recognition  Medical  PDF
• 2021-05-14 Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End    Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo arXiv_CL arXiv_CL  Embedding  Recognition  RNN  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-05-14 Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation    Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Detection  Speech_Recognition  Inference  PDF
• 2021-05-13 Exploring CTC Based End-to-End Techniques for Myanmar Speech Recognition    Khin Me Me Chit, Laet Laet Lin arXiv_AI arXiv_AI  Recognition  RNN  Speech  Classification  Speech_Recognition  CNN  PDF
• 2021-05-12 Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition    Bhargav Pulugundla, Yang Gao, Brian King, Gokce Keskin, Harish Mallidi, Minhua Wu, Jasha Droppo, Roland Maas arXiv_SD arXiv_SD  Recognition  Speech  Pose  Relation  Attention  Speech_Recognition  CNN  PDF
• 2021-05-12 Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders    Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, shen huang, Qi Ju, Tong Xiao, Jingbo Zhu arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2021-05-12 StutterNet: Stuttering Detection Using Time Delay Neural Network    Shakeel A. Sheikh, Md Sahidullah, Fabrice Hirsch, Slim Ouni arXiv_SD arXiv_SD  Recognition  Speech  Pose  Deep_Learning  Detection  Speech_Recognition  Language_Model  PDF
• 2021-05-11 Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation    Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Quantitative  Classification  Speech_Recognition  PDF
• 2021-05-10 What shall we do with an hour of data? Speech recognition for the un- and under-served languages of Common Voice    Francis M. Tyers, Josh Meyer arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-05-10 Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech    Pengwei Wang, Xin Ye, Xiaohuan Zhou, Jinghui Xie, Hao Wang arXiv_AI arXiv_AI  Recognition  Knowledge  Speech  Pose  Detection  Object_Detection  Speech_Recognition  Language_Model  Matching  PDF
• 2021-05-10 Voice activity detection in the wild: A data-driven approach using teacher-student training    Heinrich Dinkel, Shuai Wang, Xuenan Xu, Mengyue Wu, Kai Yu arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2021-05-09 English Accent Accuracy Analysis in a State-of-the-Art Automatic Speech Recognition System    Guillermo Cámbara, Alex Peiró-Lilja, Mireia Farrús, Jordi Luque arXiv_CL arXiv_CL  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-05-09 FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition    Yichong Leng, Xu Tan, Linchen Zhu, Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiang-Yang Li, Ed Lin, Tie-Yan Liu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-05-08 Robustness of end-to-end Automatic Speech Recognition Models -- A Case Study using Mozilla DeepSpeech    Aashish Agarwal, Torsten Zesch arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-05-08 Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework    Yizhou Peng, Jicheng Zhang, Haobo Zhang, Haihua Xu, Hao Huang, Eng Siong Chng arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-05-08 Latency-Controlled Neural Architecture Search for Streaming Speech Recognition    Liqiang He, Shulin Feng, Dan Su, Dong Yu arXiv_SD arXiv_SD  NAS  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-05-07 SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts    Zhao You, Shulin Feng, Dan Su, Dong Yu arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-05-07 Efficient Weight factorization for Multilingual Speech Recognition    Ngoc-Quan Pham, Tuan-Nam Nguyen, Sebastian Stueker, Alexander Waibel arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2021-05-05 Accent Recognition with Hybrid Phonetic Features    Zhan Zhang, Xi Chen, Yuehai Wang, Jianyi Yang arXiv_SD arXiv_SD  Embedding  Recognition  Knowledge  Speech  Pose  Classification  Relation  Attention  Speech_Recognition  PDF
• 2021-05-04 Performance Evaluation of Deep Convolutional Maxout Neural Network in Speech Recognition    Arash Dehghani, Seyyed Ali Seyyedsalehi arXiv_SD arXiv_SD  Recognition  Speech  Pose  Face  Speech_Recognition  CNN  PDF
• 2021-05-04 Streaming end-to-end speech recognition with jointly trained neural feature enhancement    Chanwoo Kim, Abhinav Garg, Dhananjaya Gowda, Seongkyu Mun, Changwoo Han arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-05-03 Quantifying and Maximizing the Benefits of Back-End Noise Adaption on Attention-Based Speech Recognition Models    Coleman Hooper, Thierry Tambe, Gu-Yeon Wei arXiv_SD arXiv_SD  Recognition  RNN  Speech  Attention  Speech_Recognition  PDF
• 2021-05-03 On the limit of English conversational speech recognition    Zoltán Tüske, George Saon, Brian Kingsbury arXiv_CL arXiv_CL  Embedding  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2021-05-03 Hybrid Intelligence    Dominik Dellermann, Philipp Ebel, Matthias Soellner, Jan Marco Leimeister arXiv_AI arXiv_AI  Recognition  Speech  GAN  Speech_Recognition  PDF
• 2021-05-02 Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks    Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-04-30 Deformable TDNN with adaptive receptive fields for speech recognition    Keyu An, Yi Zhang, Zhijian Ou arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-04-29 Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application    Abhijit Suresh, Jennifer Jacobs, Vivian Lai, Chenhao Tan, Wayne Ward, James H. Martin, Tamara Sumner arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Face  Speech_Recognition  PDF
• 2021-04-29 End-to-End Speech Recognition from Federated Acoustic Models    Yan Gao, Titouan Parcollet, Javier Fernandez-Marques, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane arXiv_SD arXiv_SD  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-04-28 Personalized Keyphrase Detection using Speaker and Environment Information    Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng (Arden) Huang, Arun Narayanan, Ian McGraw arXiv_SD arXiv_SD  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2021-04-27 On Addressing Practical Challenges for RNN-Transduce    Rui Zhao, Jian Xue, Jinyu Li, Wenning Wei, Lei He, Yifan Gong arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-04-27 Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users    Moussa Doumbouya, Lisa Einstein, Chris Piech arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Speech  Face  Speech_Recognition  PDF
• 2021-04-26 Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction    David Qiu, Yanzhang He, Qiujia Li, Yu Zhang, Liangliang Cao, Ian McGraw arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-04-25 Bridging the gap between streaming and non-streaming ASR systems bydistilling ensembles of CTC and RNN-T models    Thibault Doutre, Wei Han, Chung-Cheng Chiu, Ruoming Pang, Olivier Siohan, Liangliang Cao arXiv_CL arXiv_CL  Unsupervised  Recognition  RNN  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-04-25 Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST    Khalid Youssef, Greg Schuette, Yubin Cai, Daisong Zhang, Yikun Huang, Yahya Rahmat-Samii, Louis-S. Bouchard arXiv_AI arXiv_AI  Recognition  RNN  Regularization  Speech  Face  Classification  Deep_Learning  Speech_Recognition  CNN  PDF
• 2021-04-25 Quantization of Deep Neural Networks for Accurate EdgeComputing    Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu arXiv_CV arXiv_CV  Segmentation  Quantization  Recognition  RNN  Regularization  Speech  Pose  Classification  Speech_Recognition  Medical  CNN  PDF
• 2021-04-24 Language ID Prediction from Speech Using Self-Attentive Pooling and 1D-Convolutions    Roman Bedyakin, Nikolay Mikhaylovskiy arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  CNN  Prediction  PDF
• 2021-04-23 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech    Solene Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Esteve, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  Speech_Recognition  PDF
• 2021-04-22 Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network    Janne Pylkkönen (1), Antti Ukkonen (1 and 2), Juho Kilpikoski (1), Samu Tamminen (1), Hannes Heikinheimo (1) ((1) Speechly, (2) Department of Computer Science, University of Helsinki, Finland) arXiv_CL arXiv_CL  Recognition  RNN  Regularization  Speech  Pose  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-04-22 Protecting gender and identity with disentangled speech representations    Dimitrios Stoidis, Andrea Cavallaro arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Classification  Speech_Recognition  PDF
• 2021-04-21 Disfluency Detection with Unlabeled Data and Small BERT Models    Johann C. Rocholl, Vicky Zayats, Daniel D. Walker, Noah B. Murad, Aaron Schneider, Daniel J. Liebling arXiv_CL arXiv_CL  Recognition  Bert  Speech  Detection  Speech_Recognition  Inference  PDF
• 2021-04-21 Scene-aware Far-field Automatic Speech Recognition    Zhenyu Tang, Dinesh Manocha arXiv_SD arXiv_SD  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-04-21 Accented Speech Recognition: A Survey    Arthur Hinsvark (1), Natalie Delworth (1), Miguel Del Rio (1), Quinten McNamara (1), Joshua Dong (1), Ryan Westerman (1), Michelle Huang (1), Joseph Palakapilly (1), Jennifer Drexler (1), Ilya Pirkin (1), Nishchal Bhandari (1), Miguel Jette (1) ((1) Rev.com) arXiv_CL arXiv_CL  Recognition  Speech  Survey  Speech_Recognition  PDF
• 2021-04-21 On Sampling-Based Training Criteria for Neural Language Modeling    Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-04-21 Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning    Qian Chen, Wen Wang, Qinglin Zhang arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Relation  Speech_Recognition  Language_Model  PDF
• 2021-04-21 Discriminative Self-training for Punctuation Prediction    Qian Chen, Wen Wang, Mengzhe Chen, Qinglin Zhang arXiv_CL arXiv_CL  Recognition  Bert  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-04-21 Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers    Yusuke Kida, Tatsuya Komatsu, Masahito Togami arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Classification  Attention  Speech_Recognition  Inference  Prediction  PDF
• 2021-04-20 On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era    Shahin Amiriparian (1), Artem Sokolov (2,3), Ilhan Aslan (2), Lukas Christ (1), Maurice Gerczuk (1), Tobias Hübner (1), Dmitry Lamanov (2), Manuel Milling (1), Sandra Ottl (1), Ilya Poduremennykh (2), Evgeniy Shuranov (2,4), Björn W. Schuller (1,5) ((1) EIHW -- Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany, (2) Huawei Technologies, (3) HSE University, Nizhniy Novgorod, Russia, (4) ITMO University, Saint Petersburg, Russia) arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Emotion  Action  Classification  Deep_Learning  Speech_Recognition  PDF
• 2021-04-19 Fusing information streams in end-to-end audio-visual speech recognition    Wentao Yu, Steffen Zeiler, Dorothea Kolossa arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-04-19 Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers    Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-04-19 Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition    Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Segmentation  Recognition  RNN  Regularization  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-04-18 Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition 'In the Wild'    Mimansa Jaiswal, Emily Mower Provost arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  Pose  Emotion  Speech_Recognition  Recommendation  PDF
• 2021-04-17 Multilingual and Cross-Lingual Intent Detection from Spoken Data    Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michał Lis, Eshan Singhal, Nikola Mrkšić, Tsung-Hsien Wen, Ivan Vulić arXiv_CL arXiv_CL  Recognition  Zero-Shot  Speech  Detection  Few-Shot  Object_Detection  Speech_Recognition  PDF
• 2021-04-17 MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation    Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu arXiv_AI arXiv_AI  Recognition  RNN  Speech  Pose  Deep_Learning  Relation  Attention  Speech_Recognition  Inference  PDF
• 2021-04-16 Efficient and Generic 1D Dilated Convolution Layer for Deep Learning    Narendra Chaudhary, Sanchit Misra, Dhiraj Kalamkar, Alexander Heinecke, Evangelos Georganas, Barukh Ziv, Menachem Adelman, Bharat Kaul arXiv_AI arXiv_AI  Recognition  Speech  Classification  Deep_Learning  Speech_Recognition  CNN  Image_Classification  PDF
• 2021-04-15 A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It    Trung Dang, Om Thakkar, Swaroop Ramaswamy, Rajiv Mathews, Peter Chin, Françoise Beaufays arXiv_CL arXiv_CL  Reconstruction  Gradient_Descent  Recognition  Optimization  Speech  Pose  Speech_Recognition  Matching  PDF
• 2021-04-15 Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching    Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki arXiv_SD arXiv_SD  Transformer  Unsupervised  Recognition  Speech  Pose  Classification  Speech_Recognition  Matching  PDF
• 2021-04-15 Conditional independence for pretext task selection in Self-supervised speech representation learning    Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  PDF
• 2021-04-14 Efficient conformer-based speech recognition with linear attention    Shengqiang Li, Menglong Xu, Xiao-Lei Zhang arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Classification  Attention  Speech_Recognition  Inference  PDF
• 2021-04-13 EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition    Murali Karthick Baskar, Lukáš Burget, Shinji Watanabe, Ramon Fernandez Astudillo, Jan "Honza'' Černocký arXiv_AI arXiv_AI  Recognition  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2021-04-13 Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation    Hirofumi Inaguma, Tatsuya Kawahara, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  NMT  Speech_Recognition  PDF
• 2021-04-13 Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding    Di Wu, Yiren Chen, Liang Ding, Dacheng Tao arXiv_AI arXiv_AI  Embedding  Recognition  Speech  Pose  Detection  Denoising  Speech_Recognition  Inference  PDF
• 2021-04-13 Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept    Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Recognition  RNN  Speech  Attention  Speech_Recognition  PDF
• 2021-04-13 Experiments of ASR-based mispronunciation detection for children and adult English learners    Nina Hosseini-Kivanani, Roberto Gretter, Marco Matassoni, Giuseppe Daniele Falavigna arXiv_CL arXiv_CL  Recognition  Speech  Detection  Speech_Recognition  Language_Model  PDF
• 2021-04-12 Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search    Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan arXiv_SD arXiv_SD  Transformer  NAS  Recognition  Speech  Pose  Classification  Speech_Recognition  Image_Classification  PDF
• 2021-04-12 Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures    Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Recognition  Speech  Classification  Attention  Speech_Recognition  PDF
• 2021-04-11 NeMo Inverse Text Normalization: From Development To Production    Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-04-11 Innovative Bert-based Reranking Language Models for Speech Recognition    Shih-Hsuan Chiu, Berlin Chen arXiv_CL arXiv_CL  Transformer  Unsupervised  Recognition  Bert  RNN  Speech  Pose  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-04-10 Non-autoregressive Transformer-based End-to-end ASR using BERT    Fu-Hao Yu, Kuan-Yu Chen arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Speech  Pose  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2021-04-10 Boundary and Context Aware Training for CIF-based Non-Autoregressive End-to-end ASR    Fan Yu, Haoneng Luo, Pengcheng Guo, Yuhao Liang, Zhuoyuan Yao, Lei Xie, Yingying Gao, Leijing Hou, Shilei Zhang arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-04-09 Accented Speech Recognition Inspired by Human Perception    Xiangyun Chu (1), Elizabeth Combs (1), Amber Wang (1), Michael Picheny (2) ((1) Center for Data Science, New York University, (2) Courant Computer Science and Center for Data Science, New York University) arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-04-09 Context-Aware Task Handling in Resource-Constrained Robots with Virtualization    Ramyad Hadidi, Nima Shoghi Ghalehshahi, Bahar Asgari, Hyesoon Kim arXiv_RO arXiv_RO  Recognition  Speech  Pose  SLAM  Detection  Speech_Recognition  PDF
• 2021-04-09 Lookup-Table Recurrent Language Models for Long Tail Speech Recognition    W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman arXiv_CL arXiv_CL  Embedding  Recognition  Sparse  RNN  Speech  Speech_Recognition  Language_Model  PDF
• 2021-04-09 Language model fusion for streaming end to end speech recognition    Rodrigo Cabrera, Xiaofeng Liu, Mohammadreza Ghodsi, Zebulun Matteson, Eugene Weinstein, Anjuli Kannan arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-04-09 Feature Replacement and Combination for Hybrid ASR Systems    Peter Vieting, Christoph Lüscher, Wilfried Michel, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Speech_Recognition  PDF
• 2021-04-08 RNN Transducer Models For Spoken Language Understanding    Samuel Thomas, Hong-Kwang J. Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2021-04-08 Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation    Fengpeng Yue, Yan Deng, Lei He, Tom Ko arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Few-Shot  Speech_Recognition  PDF
• 2021-04-08 Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems    Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlicek, Karel Veselý, Martin Kocour, Igor Szöke arXiv_CV arXiv_CV  Surveillance  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2021-04-08 AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario    Yihui Fu, Luyao Cheng, Shubo Lv, Yukai Jv, Yuxiang Kong, Zhuo Chen, Yanxin Hu, Lei Xie, Jian Wu, Hui Bu, Xin Xu, Jun Du, Jingdong Chen arXiv_SD arXiv_SD  Enhancement  Recognition  Optimization  Speech  Speech_Recognition  Activity  PDF
• 2021-04-08 Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency    Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Bert  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  Inference  PDF
• 2021-04-08 WNARS: WFST based Non-autoregressive Streaming End-to-End Speech Recognition    Zhichao Wang, Wenwen Yang, Pan Zhou, Wei Chen arXiv_CL arXiv_CL  Recognition  RNN  Knowledge  Speech  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2021-04-08 BSTC: A Large-Scale Chinese-English Speech Translation Dataset    Ruiqing Zhang, Xiyang Wang, Chuanqiang Zhang, Zhongjun HeHua Wu, Zhi Li, Haifeng Wang, Ying Chen, Qinfei Li arXiv_CL arXiv_CL  Recognition  Speech  GAN  Speech_Recognition  PDF
• 2021-04-08 Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings    Leonardo Pepino, Pablo Riera, Luciana Ferrer arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Recognition  Speech  Pose  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-04-07 Pushing the Limits of Non-Autoregressive Speech Recognition    Edwin G. Ng, Chung-Cheng Chiu, Yu Zhang, William Chan arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-04-07 Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs    Sujeong Cha, Wangrui Hou, Hyun Jung, My Phung, Michael Picheny, Hong-Kwang Kuo, Samuel Thomas, Edmilson Morais arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-04-07 FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization    Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Regularization  Speech  Pose  Speech_Recognition  Inference  Prediction  PDF
• 2021-04-07 Capturing Multi-Resolution Context by Dilated Self-Attention    Niko Moritz, Takaaki Hori, Jonathan Le Roux arXiv_SD arXiv_SD  Recognition  Speech  Pose  Action  Attention  Speech_Recognition  PDF
• 2021-04-06 Learning to Rank Microphones for Distant Speech Recognition    Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini arXiv_SD arXiv_SD  Recognition  Speech  Pose  Relation  Speech_Recognition  PDF
• 2021-04-06 Exploring Targeted Universal Adversarial Perturbations to End-to-end ASR Models    Zhiyun Lu, Wei Han, Yu Zhang, Liangliang Cao arXiv_SD arXiv_SD  Recognition  RNN  Adversarial  Speech  Speech_Recognition  PDF
• 2021-04-06 Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions    Jumon Nozaki, Tatsuya Komatsu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Speech_Recognition  Inference  Prediction  PDF
• 2021-04-06 Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model    Apoorv Vyas, Srikanth Madikeri, Hervé Bourlard arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Classification  Speech_Recognition  PDF
• 2021-04-06 Optimal Transport-based Adaptation in Dysarthric Speech Tasks    Rosanna Turrisi, Leonardo Badino arXiv_CL arXiv_CL  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2021-04-06 LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring    Anton Mitrofanov, Mariya Korenevskaya, Ivan Podluzhny, Yuri Khokhlov, Aleksandr Laptev, Andrei Andrusenko, Aleksei Ilin, Maxim Korenevsky, Ivan Medennikov, Aleksei Romanenko arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-04-06 AI4D -- African Language Program    Kathleen Siminyu, Godson Kalipe, Davor Orlic, Jade Abbott, Vukosi Marivate, Sackey Freshia, Prateek Sibal, Bhanu Neupane, David I. Adelani, Amelia Taylor, Jamiil Toure ALI, Kevin Degila, Momboladji Balogoun, Thierno Ibrahima DIOP, Davis David, Chayma Fourati, Hatem Haddad, Malek Naski arXiv_CL arXiv_CL  Recognition  Speech  Quantitative  Speech_Recognition  PDF
• 2021-04-06 Extremely Low Footprint End-to-End ASR System for Smart Device    Zhifu Gao, Yiwu Yao, Shiliang Zhang, Jun Yang, Ming Lei, Ian McLoughlin arXiv_SD arXiv_SD  Transformer  Quantization  Recognition  Speech  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2021-04-06 Towards Consistent Hybrid HMM Acoustic Modeling    Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-04-06 Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization    Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee arXiv_CL arXiv_CL  Embedding  Recognition  Regularization  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-04-06 Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios    Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2021-04-06 Dissecting User-Perceived Latency of On-Device E2E Speech Recognition    Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL  Recognition  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-04-05 Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion    Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-04-05 Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency    Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-04-05 Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding    Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Bert  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-04-05 SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network    William Chan, Daniel Park, Chris Lee, Yu Zhang, Quoc Le, Mohammad Norouzi arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-04-05 End-to-End Speaker-Attributed ASR with Transformer    Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-04-05 Streaming Multi-talker Speech Recognition with Joint Speaker Identification    Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2021-04-05 SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition    Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-04-05 Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval    Ramon Sanabria, Austin Waters, Jason Baldridge arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Image_Retrieval  Speech  Speech_Recognition  PDF
• 2021-04-04 Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties    Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David Mortensen, Michael R. Marlo, Graham Neubig arXiv_CL arXiv_CL  Recognition  Zero-Shot  Knowledge  Speech  Few-Shot  GAN  Speech_Recognition  PDF
• 2021-04-04 Towards Lifelong Learning of End-to-end ASR    Heng-Jui Chang, Hung-yi Lee, Lin-shan Lee arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Attention  Speech_Recognition  PDF
• 2021-04-04 TransfoRNN: Capturing the Sequential Information in Self-Attention Representations for Language Modeling    Tze Yuang Chong, Xuyang Wang, Lin Yang, Junjie Wang arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2021-04-04 TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition    Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen, Xuefei Liu arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Knowledge  Speech  Pose  Face  Attention  Speech_Recognition  Inference  PDF
• 2021-04-03 On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR    Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni, Stefan Riezler arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-04-03 ExKaldi-RT: A Real-Time Automatic Speech Recognition Extension Toolkit of Kaldi    Yu Wang, Chee Siang Leow, Akio Kobayashi, Takehito Utsuro, Hiromitsu Nishizaki arXiv_CL arXiv_CL  Recognition  Speech  Face  Deep_Learning  Speech_Recognition  PDF
• 2021-04-03 speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment    Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-04-01 Keyword Transformer: A Self-Attention Model for Keyword Spotting    Axel Berg, Mark O'Connor, Miguel Tairum Cruz arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Attention  Speech_Recognition  CNN  PDF
• 2021-04-01 Configurable Privacy-Preserving Automatic Speech Recognition    Ranya Aloufi, Hamed Haddadi, David Boyle arXiv_CL arXiv_CL  Recognition  Optimization  Speech  Speech_Recognition  PDF
• 2021-04-01 Interactive spatial speech recognition maps based on simulated speech recognition experiments    Marc René Schädler arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-04-01 Multilingual and code-switching ASR challenges for low resource Indian languages    Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan, Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan, Tejaswi Seeram, Basil Abraham arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-03-31 Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition    Timo Lohrenz, Zhengyang Li, Tim Fingscheidt arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2021-03-31 Adversarial Attacks and Defenses for Speech Recognition Systems    Piotr Żelasko, Sonal Joshi, Yiwen Shao, Jesus Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur arXiv_SD arXiv_SD  Transformer  Gradient_Descent  Recognition  Adversarial  Speech  GAN  Speech_Recognition  PDF
• 2021-03-31 PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems    Wenjie Luo, Zhenyu Yan, Qun Song, Rui Tan arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-03-31 Q-ASR: Integer-only Zero-shot Quantization for Efficient Speech Recognition    Sehoon Kim, Amir Gholami, Zhewei Yao, Anirudda Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer arXiv_CL arXiv_CL  Quantization  Recognition  Zero-Shot  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-03-31 TS-RIR: Translated synthetic room impulse responses for speech augmentation    Anton Ratnarajah, Zhenyu Tang, Dinesh Manocha arXiv_SD arXiv_SD  Recognition  Speech  Pose  GAN  Speech_Recognition  PDF
• 2021-03-31 Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone    Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-03-30 A study of latent monotonic attention variants    Albert Zeyer, Ralf Schlüter, Hermann Ney arXiv_AI arXiv_AI  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-03-30 MediaSpeech: Multilanguage ASR Benchmark and Dataset    Rostislav Kolobov, Olga Okhapkina, Olga Omelchishina, Andrey Platunov, Roman Bedyakin, Vyacheslav Moshkin, Dmitry Menshikov, Nikolay Mikhaylovskiy arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2021-03-29 Shrinking Bigfoot: Reducing wav2vec 2.0 footprint    Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Speech_Recognition  Inference  Language_Model  PDF
• 2021-03-29 Transformer-based end-to-end speech recognition with residual Gaussian-based self-attention    Chengdong Liang, Menglong Xu, Xiao-Lei Zhang arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Relation  Attention  Speech_Recognition  PDF
• 2021-03-29 Multiple-hypothesis CTC-based semi-supervised adaptation of end-to-end speech recognition    Cong-Thanh Do, Rama Doddipatla, Thomas Hain arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2021-03-29 Improved Meta-learning training for Speaker Verification    Yafeng Chen, Wu Guo, Bin Gu arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Action  Speech_Recognition  PDF
• 2021-03-29 Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays    Junqi Chen, Xiao-Lei Zhang arXiv_SD arXiv_SD  Recognition  Sparse  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-03-28 Quantifying Bias in Automatic Speech Recognition    Siyuan Feng, Olya Kudina, Bence Mark Halpern, Odette Scharenborg arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-03-26 Construction of a Large-scale Japanese ASR Corpus on TV Recordings    Shintaro Ando, Hiromasa Fujihara arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Matching  PDF
• 2021-03-26 Leveraging neural representations for facilitating access to untranscribed speech from endangered languages    Nay San, Martijn Bartelds, Mitchell Browne, Lily Clifford, Fiona Gibson, John Mansfield, David Nash, Jane Simpson, Myfany Turpin, Maria Vollmer, Sasha Wilmoth, Dan Jurafsky arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Detection  Speech_Recognition  PDF
• 2021-03-26 Mutually-Constrained Monotonic Multihead Attention for Online ASR    Jaeyun Song, Hajin Shim, Eunho Yang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Action  Attention  Speech_Recognition  Inference  PDF
• 2021-03-26 BART based semantic correction for Mandarin automatic speech recognition system    Yun Zhao, Xuerui Yang, Jinchao Wang, Yongyu Gao, Chao Yan, Yuanfu Zhou arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-03-25 Residual Energy-Based Models for End-to-End Speech Recognition    Qiujia Li, Yu Zhang, Bo Li, Liangliang Cao, Philip C. Woodland arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-03-25 FDLP-Spectrogram: Capturing Speech Dynamics in Spectrograms for End-to-end Automatic Speech Recognition    Samik Sadhu, Hynek Hermansky arXiv_SD arXiv_SD  Recognition  Bert  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-03-25 Real-time low-resource phoneme recognition on edge devices    Yonatan Alon arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2021-03-25 An Approach to Improve Robustness of NLP Systems against ASR Errors    Tong Cui, Jinghui Xiao, Liangyou Li, Xin Jiang, Qun Liu arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-03-24 Voice Privacy with Smart Digital Assistants in Educational Settings    Mohammad Niknazar, Aditya Vempaty, Ravi Kokku arXiv_CL arXiv_CL  Recognition  Speech  Pose  Face  Action  Speech_Recognition  PDF
• 2021-03-24 Transformer-based ASR using multiple-utterance beam-search    Yoo Rhee Oh, Kiyoung Park, Jeon Gyu Park arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-03-23 Hallucination of speech recognition errors with sequence to sequence learning    Prashant Serai, Vishal Sunder, Eric Fosler-Lussier arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-03-19 SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems    Yuxuan Chen, Jiangshan Zhang, Xuejing Yuan, Shengzhi Zhang, Kai Chen, Xiaofeng Wang, Shanqing Guo arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Knowledge  Adversarial  Speech  Pose  Action  Speech_Recognition  PDF
• 2021-03-18 Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents    Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff arXiv_CL arXiv_CL  Embedding  Recognition  Bert  RNN  Speech  Pose  Face  Action  Speech_Recognition  Inference  Language_Model  QA  PDF
• 2021-03-17 Advancing RNN Transducer Technology for Speech Recognition    George Saon, Zoltan Tueske, Daniel Bolanos, Brian Kingsbury arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-03-17 Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation    Md Akmal Haidar, Chao Xing, Mehdi Rezagholizadeh arXiv_AI arXiv_AI  Transformer  Recognition  Knowledge  Speech  Pose  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2021-03-16 An Asynchronous WFST-Based Decoder For Automatic Speech Recognition    Hang Lv, Zhehuai Chen, Hainan Xu, Daniel Povey, Lei Xie, Sanjeev Khudanpur arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-03-16 Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning    Jama Hussein Mohamud, Lloyd Acquaye Thompson, Aissatou Ndoye, Laurent Besacier arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-03-16 Distributed Deep Learning Using Volunteer Computing-Like Paradigm    Medha Atre, Birendra Jha, Ashwini Rao arXiv_AI arXiv_AI  Recognition  Speech  Classification  Deep_Learning  Sentiment  Speech_Recognition  Image_Classification  PDF
• 2021-03-15 Towards the evaluation of simultaneous speech translation from a communicative perspective    claudio Fantinuoli, Bianca Prandi arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Speech_Recognition  PDF
• 2021-03-15 XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition    Zi-Qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Li-Rong Dai arXiv_CL arXiv_CL  Embedding  Recognition  Weakly_Supervised  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-03-13 OkwuGb'e: End-to-End Speech Recognition for Fon and Igbo    Bonaventure F. P. Dossou, Chris C. Emezue arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2021-03-12 A Distributed Optimisation Framework Combining Natural Gradient with Hessian-Free for Discriminative Sequence Training    Adnan Haider, Chao Zhang, Florian L. Kreyssig, Philip C. Woodland arXiv_CL arXiv_CL  Gradient_Descent  Recognition  Speech  Speech_Recognition  PDF
• 2021-03-12 Uncertainty-guided Model Generalization to Unseen Domains    Fengchun Qiao, Xi Peng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Text_Classification  Knowledge  Speech  Pose  Classification  GAN  Speech_Recognition  Image_Classification  PDF
• 2021-03-12 Dynamic Acoustic Unit Augmentation With BPE-Dropout for Low-Resource End-to-End Speech Recognition    Aleksandr Laptev, Andrei Andrusenko, Ivan Podluzhny, Anton Mitrofanov, Ivan Medennikov, Yuri Matveev arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-03-11 Learning Word-Level Confidence For Subword End-to-End ASR    David Qiu, Qiujia Li, Yanzhang He, Yu Zhang, Bo Li, Liangliang Cao, Rohit Prabhavalkar, Deepti Bhatia, Wei Li, Ke Hu, Tara N. Sainath, Ian McGraw arXiv_CL arXiv_CL  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-03-10 Fine-tuning of Pre-trained End-to-end Speech Recognition with Generative Adversarial Networks    Md Akmal Haidar, Mehdi Rezagholizadeh arXiv_CL arXiv_CL  Recognition  Adversarial  Speech  Pose  Face  GAN  Speech_Recognition  PDF
• 2021-03-09 Contrastive Semi-supervised Learning for ASR    Alex Xiao, Christian Fuegen, Abdelrahman Mohamed arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Speech_Recognition  PDF
• 2021-03-08 A Parallelizable Lattice Rescoring Strategy with Neural Language Models    Ke Li, Daniel Povey, Sanjeev Khudanpur arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-03-08 An Ultra-low Power RNN Classifier for Always-On Voice Wake-Up Detection Robust to Real-World Scenarios    Emmanuel Hardy, Franck Badets arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2021-03-04 Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration    Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya arXiv_AI arXiv_AI  Recognition  Optimization  Speech  Ontology  Speech_Recognition  PDF
• 2021-03-04 WaveGuard: Understanding and Mitigating Audio Adversarial Examples    Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-03-03 The Spatial Selective Auditory Attention of Cochlear Implant Users in Different Conversational Sound Levels    Sara Akbarzadeh, Sungmin Lee, Chin-Tuan Tan arXiv_SD arXiv_SD  Tracking  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2021-03-03 Continuous Speech Separation with Ad Hoc Microphone Arrays    Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng arXiv_AI arXiv_AI  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-03-02 Long-Running Speech Recognizer:An End-to-End Multi-Task Learning Framework for Online ASR and VAD    Meng Li, Shiyu Zhou, Bo Xu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Detection  Object_Detection  Speech_Recognition  Activity  Inference  PDF
• 2021-02-28 Alignment Knowledge Distillation for Online Streaming Attention-based Speech Recognition    Hirofumi Inaguma, Tatsuya Kawahara arXiv_CL arXiv_CL  Recognition  RNN  Knowledge  Speech  Pose  Attention  Speech_Recognition  Inference  PDF
• 2021-02-28 Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization    Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa arXiv_SD arXiv_SD  Recognition  Speech  Pose  Attention  Speech_Recognition  Activity  PDF
• 2021-02-28 Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition    Gautam Krishna, Mason Carnahan, Shilpa Shamapant, Yashitha Surendranath, Saumya Jain, Arundhati Ghosh, Co Tran, Jose del R Millan, Ahmed H Tewfik arXiv_SD arXiv_SD  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-02-27 Silent versus modal multi-speaker speech recognition from ultrasound and video    Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Speech_Recognition  PDF
• 2021-02-25 MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition    Linghui Meng, Jin Xu, Xu Tan, Jindong Wang, Tao Qin, Bo Xu arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-02-25 Meta-Learning for improving rare word recognition in end-to-end ASR    Florian Lux, Ngoc Thang Vu arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Face  Few-Shot  Speech_Recognition  PDF
• 2021-02-24 Thoughts on the potential to compensate a hearing loss in noise    Marc René Schädler arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-02-24 SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter    Colin Lea, Vikramjit Mitra, Aparna Joshi, Sachin Kajarekar, Jeffrey P. Bigham arXiv_SD arXiv_SD  Recognition  Speech  Detection  Speech_Recognition  PDF
• 2021-02-24 Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks    Ju Lin, Adriaan J. van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Attention  Speech_Recognition  CNN  Prediction  PDF
• 2021-02-23 Unidirectional Memory-Self-Attention Transducer for Online Speech Recognition    Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-02-23 Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain    Julio Wissing, Benedikt Boenninghoff, Dorothea Kolossa, Tsubasa Ochiaiy, Marc Delcroixy, Keisuke Kinoshitay, Tomohiro Nakataniy, Shoko Arakiy, Christopher Schymura arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-02-23 Memory-efficient Speech Recognition on Smart Devices    Ganesh Venkatesh, Alagappan Valliappan, Jay Mahadeokar, Yuan Shangguan, Christian Fuegen, Michael L. Seltzer, Vikas Chandra arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Speech_Recognition  PDF
• 2021-02-23 End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend    Wangyou Zhang, Christoph Boeddeker, Shinji Watanabe, Tomohiro Nakatani, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Naoyuki Kamo, Reinhold Haeb-Umbach, Yanmin Qian arXiv_SD arXiv_SD  Recognition  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2021-02-23 Senone-aware Adversarial Multi-task Training for Unsupervised Child to Adult Speech Adaptation    Richeng Duan, Nancy F. Chen arXiv_SD arXiv_SD  Unsupervised  Recognition  Adversarial  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2021-02-23 Evolutionary optimization of contexts for phonetic correction in speech recognition systems    Rafael Viana-Cámara, Diego Campos-Sobrino, Mario Campos-Soberanis arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2021-02-22 Generating Human Readable Transcript for Automatic Speech Recognition with Pre-trained Language Model