Speech_Recognition

Speech_Recognition

• 2022-09-26 On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering    Georgios Sidiropoulos, Svitlana Vakulenko, Evangelos Kanoulas arXiv_CL arXiv_CL  Recognition  Speech  Face  Attention  Speech_Recognition  QA  PDF
• 2022-09-24 Unsupervised domain adaptation for speech recognition with unsupervised error correction    Long Mai, Julie Carson-Berndsen arXiv_AI arXiv_AI  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-09-22 CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement    Sherif Abdulatif, Ruizhe Cao, Bin Yang arXiv_AI arXiv_AI  Transformer  Enhancement  Recognition  Super_Resolution  Adversarial  Speech  Pose  Quantitative  Denoising  GAN  Speech_Recognition  PDF
• 2022-09-21 Assessing ASR Model Quality on Disordered Speech using BERTScore    Jimmy Tobin, Qisheng Li, Subhashini Venugopalan, Katie Seaver, Richard Cave, Katrin Tomanek arXiv_CL arXiv_CL  Recognition  Bert  Speech  Action  Speech_Recognition  Text_Generation  Prediction  PDF
• 2022-09-18 HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions    Lingjiao Chen, Zhihua Jin, Sabri Eyuboglu, Christopher Ré, Matei Zaharia, James Zou arXiv_AI arXiv_AI  Recognition  OCR  Speech  Detection  Sentiment  Object_Detection  Speech_Recognition  Prediction  PDF
• 2022-09-17 Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models    Raphael Olivier, Bhiksha Raj arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Knowledge  Adversarial  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-09-17 Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition    Ye Bai, Jie Li, Wenjing Han, Hao Ni, Kaituo Xu, Zhuo Zhang, Cheng Yi, Xiaorui Wang arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Knowledge  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-09-16 An Automatic Speech Recognition System for Bengali Language based on Wav2Vec2 and Transfer Learning    Tushar Talukder Showrav arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-09-16 Adaptive Natural Language Generation for Task-oriented Dialogue via Reinforcement Learning    Atsumoto Ohashi, Ryuichiro Higashinaka arXiv_CL arXiv_CL  Recognition  Reinforcement_Learning  Speech  Pose  Speech_Recognition  PDF
• 2022-09-15 Distribution Aware Metrics for Conditional Natural Language Generation    David M Chan, Yiming Ni, Austin Myers, Sudheendra Vijayanarasimhan, David A Ross, John Canny arXiv_CV arXiv_CV  Recognition  Speech  Pose  Summarization  Speech_Recognition  Caption  Matching  PDF
• 2022-09-15 MVNet: Memory Assistance and Vocal Reinforcement Network for Speech Enhancement    Jianrong Wang, Xiaomin Li, Xuewei Li, Mei Yu, Qiang Fang, Li Liu arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-09-15 Non-Parallel Voice Conversion for ASR Augmentation    Gary Wang, Andrew Rosenberg, Bhuvana Ramabhadran, Fadi Biadsy, Yinghui Huang, Jesse Emond, Pedro Moreno Mengibar arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-09-14 ESSumm: Extractive Speech Summarization from Untranscribed Meeting    Jun Wang arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Self-Supervised  Pose  Summarization  Speech_Recognition  CNN  PDF
• 2022-09-14 A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation    Tom O'Malley, Arun Narayanan, Quan Wang arXiv_SD arXiv_SD  Embedding  Enhancement  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-09-14 Federated Pruning: Improving Neural Network Efficiency with Federated Learning    Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Françoise Beaufays arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-09-13 Bangla-Wave: Improving Bangla Automatic Speech Recognition Utilizing N-gram Language Models    Mohammed Rakib, Md. Ismail Hossain, Nabeel Mohammed, Fuad Rahman arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-09-13 Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition    Kartik Audhkhasi, Yinghui Huang, Bhuvana Ramabhadran, Pedro J. Moreno arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2022-09-13 Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification    Chao Zhang, Bo Li, Tara Sainath, Trevor Strohman, Sepand Mavandadi, Shuo-yiin Chang, Parisa Haghani arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-09-13 Learning ASR pathways: A sparse multilingual ASR model    Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli arXiv_CL arXiv_CL  Recognition  Sparse  RNN  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-09-12 VarArray Meets t-SOT: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition    Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-09-11 Applying wav2vec2 for Speech Recognition on Bengali Common Voices Dataset    H.A.Z. Sameen Shahgir, Khondker Salman Sayeed, Tanjeem Azwad Zaman arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-09-11 Lexicon and Attention based Handwritten Text Recognition System    Lalita Kumari, Sukhdeep Singh, VVS Rathore, Anuj Sharma arXiv_CV arXiv_CV  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2022-09-09 Conversion of Acoustic Signal Into Text By Digital Filter using Natural Language Processing    Abhiram Katuri, Sindhu Salugu, Gelli Tharuni, Challa Sri Gouri arXiv_AI arXiv_AI  Recognition  Speech  Face  Speech_Recognition  PDF
• 2022-09-09 Streaming End-to-End Target Speaker ASR    Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Action  Deep_Learning  Speech_Recognition  PDF
• 2022-09-08 Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM    Hayato Futami, Hirofumi Inaguma, Sei Ueno, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Speech_Recognition  Inference  Language_Model  PDF
• 2022-09-08 Multilingual Transformer Language Model for Speech Recognition in Low-resource Languages    Li Miao, Jian Wu, Piyush Behre, Shuangyu Chang, Sarangarajan Parthasarathy arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Speech  Speech_Recognition  Language_Model  PDF
• 2022-09-08 Accented Speech Recognition under the Indian context    Ankit Grover arXiv_SD arXiv_SD  Recognition  Speech  Emotion  Speech_Recognition  PDF
• 2022-09-07 Modeling Dependent Structure for Utterances in ASR Evaluation    Zhe Liu, Fuchun Peng arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-09-07 Plant Species Classification Using Transfer Learning by Pretrained Classifier VGG-19    Thiru Siddharth, Bhupendra Singh Kirar, Dheeraj Kumar Agrawal arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Speech  Action  Classification  Deep_Learning  Speech_Recognition  Medical  CNN  Image_Classification  PDF
• 2022-09-06 ASR2K: Speech Recognition for Around 2000 Languages without Audio    Xinjian Li, Florian Metze, David R Mortensen, Alan W Black, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-09-05 Distilling the Knowledge of BERT for CTC-based ASR    Hayato Futami, Hirofumi Inaguma, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara arXiv_CL arXiv_CL  Recognition  Bert  Knowledge  Speech  Pose  Classification  Attention  Speech_Recognition  Inference  Language_Model  Prediction  PDF
• 2022-09-05 Predict-and-Update Network: Audio-Visual Speech Recognition Inspired by Human Speech Perception    Jiadong Wang, Xinyuan Qian, Haizhou Li arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Action  Speech_Recognition  PDF
• 2022-09-04 A Review of Sparse Expert Models in Deep Learning    William Fedus, Jeff Dean, Barret Zoph arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Review  Speech  Deep_Learning  Speech_Recognition  PDF
• 2022-09-02 Universal Fourier Attack for Time Series    Elizabeth Coda, Brad Clymer, Chance DeSmet, Yijing Watkins, Michael Girard arXiv_AI arXiv_AI  Recognition  Adversarial  Speech  Pose  Speech_Recognition  PDF
• 2022-09-01 A Wavelet Transform Based Scheme to Extract Speech Pitch and Formant Frequencies    Mahdieh Ghazvini, Seyedamiryousef Hosseini Goki, Sajad Hamzenejadi arXiv_SD arXiv_SD  Recognition  Review  Speech  Pose  Action  Classification  Speech_Recognition  PDF
• 2022-09-01 Attention Enhanced Citrinet for Speech Recognition    Xianchao Wu arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Attention  Speech_Recognition  CNN  PDF
• 2022-09-01 Deep Sparse Conformer for Speech Recognition    Xianchao Wu arXiv_SD arXiv_SD  Transformer  Recognition  Sparse  Speech  Action  Attention  Speech_Recognition  CNN  PDF
• 2022-08-29 A Language Agnostic Multilingual Streaming On-Device ASR System    Bo Li, Tara N. Sainath, Ruoming Pang, Shuo-yiin Chang, Qiumin Xu, Trevor Strohman, Vince Chen, Qiao Liang, Heguang Liu, Yanzhang He, Parisa Haghani, Sameer Bidichandani arXiv_CL arXiv_CL  Embedding  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-08-29 Streaming Intended Query Detection using E2E Modeling for Continued Conversation    Shuo-yiin Chang, Guru Prakash, Zelin Wu, Qiao Liang, Tara N. Sainath, Bo Li, Adam Stambler, Shyam Upadhyay, Manaal Faruqui, Trevor Strohman arXiv_CL arXiv_CL  Recognition  Speech  Pose  Detection  Object_Detection  Speech_Recognition  PDF
• 2022-08-29 Turn-Taking Prediction for Natural Conversational Speech    Shuo-yiin Chang, Bo Li, Tara N. Sainath, Chao Zhang, Trevor Strohman, Qiao Liang, Yanzhang He arXiv_CL arXiv_CL  Recognition  Speech  Pose  Action  Speech_Recognition  Prediction  PDF
• 2022-08-28 Bayesian Neural Network Language Modeling for Speech Recognition    Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng arXiv_CL arXiv_CL  Transformer  NAS  Recognition  RNN  Regularization  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2022-08-27 Minimal Feature Analysis for Isolated Digit Recognition for varying encoding rates in noisy environments    Muskan Garg, Naveen Aggarwal arXiv_CV arXiv_CV  Recognition  Speech  Action  Speech_Recognition  PDF
• 2022-08-26 Investigating data partitioning strategies for crosslinguistic low-resource ASR evaluation    Zoey Liu, Justin Spence, Emily Prud'hommeaux arXiv_CL arXiv_CL  Recognition  Adversarial  Speech  Speech_Recognition  PDF
• 2022-08-26 Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages    Kaushal Santosh Bhogale, Abhigyan Raman, Tahir Javed, Sumanth Doddapaneni, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra arXiv_CL arXiv_CL  Transfer_Learning  Recognition  OCR  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-08-26 Convolutional Neural Network to reduce construction loss in JPEG compression    Suman Kunwar arXiv_CV arXiv_CV  Reconstruction  Recognition  Speech  Pose  Action  Deep_Learning  Attention  Image_Compression  Speech_Recognition  CNN  PDF
• 2022-08-24 IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian languages    Tahir Javed, Kaushal Santosh Bhogale, Abhigyan Raman, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  Language_Model  PDF
• 2022-08-22 Low-Level Physiological Implications of End-to-End Learning of Speech Recognition    Louise Coppieters de Gibson, Philip N. Garner arXiv_AI arXiv_AI  Recognition  Speech  Action  Speech_Recognition  Inference  PDF
• 2022-08-22 DualVoice: Speech Interaction that Discriminates between Normal and Whispered Voice Input    Jun Rekimoto arXiv_SD arXiv_SD  Recognition  Speech  Pose  Action  Speech_Recognition  PDF
• 2022-08-22 Are disentangled representations all you need to build speaker anonymization systems?    Pierre Champion (MULTISPEECH, LIUM), Denis Jouvet (MULTISPEECH), Anthony Larcher (LIUM) arXiv_SD arXiv_SD  Quantization  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-08-17 Analyzing Robustness of End-to-End Neural Models for Automatic Speech Recognition    Goutham Rajendran, Wei Zou arXiv_CL arXiv_CL  Recognition  Bert  Adversarial  Speech  Speech_Recognition  Inference  Prediction  PDF
• 2022-08-16 Uconv-Conformer: High Reduction of Input Sequence Length for End-to-End Speech Recognition    Andrei Andrusenko, Rauf Nasretdinov, Aleksei Romanenko arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-08-10 Comparison and Analysis of New Curriculum Criteria for End-to-End ASR    Georgios Karakasidis, Tamás Grósz, Mikko Kurimo arXiv_SD arXiv_SD  Recognition  Knowledge  Speech  Pose  GAN  Speech_Recognition  PDF
• 2022-08-09 Thai Wav2Vec2.0 with CommonVoice V8    Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong arXiv_CL arXiv_CL  Recognition  Speech  Face  Attention  Speech_Recognition  Language_Model  PDF
• 2022-08-09 ASR Error Correction with Constrained Decoding on Operation Prediction    Jingyuan Yang, Rongjun Li, Wei Peng arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Speech_Recognition  Inference  Prediction  PDF
• 2022-08-09 Speaker-adaptive Lip Reading with User-dependent Padding    Minsu Kim, Hyunjun Kim, Yong Man Ro arXiv_AI arXiv_AI  Unsupervised  Recognition  Speech  Pose  Action  Speech_Recognition  PDF
• 2022-08-05 Large vocabulary speech recognition for languages of Africa: multilingual modeling and self-supervised learning    Sandy Ritchie, You-Chi Cheng, Mingqing Chen, Rajiv Mathews, Daan van Esch, Bo Li, Khe Chai Sim arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-08-05 Model Blending for Text Classification    Ramit Pahwa arXiv_AI arXiv_AI  Recognition  Text_Classification  RNN  Knowledge  Speech  Classification  Speech_Recognition  Inference  PDF
• 2022-08-03 Adversarial Attacks on ASR Systems: An Overview    Xiao Zhang, Hao Tan, Xuan Huang, Denghui Zhang, Keke Tang, Zhaoquan Gu arXiv_AI arXiv_AI  Recognition  Adversarial  Speech  Survey  Relation  Attention  Speech_Recognition  PDF
• 2022-08-03 Multiclass ASMA vs Targeted PGD Attack in Image Segmentation    Johnson Vo (1), Jiabao Xie (1), Sahil Patel (1) ((1) University of Toronto) arXiv_CV arXiv_CV  Segmentation  Gradient_Descent  Recognition  Adversarial  Speech  Classification  Deep_Learning  Speech_Recognition  Image_Classification  PDF
• 2022-08-01 Performance Disparities Between Accents in Automatic Speech Recognition    Alex DiChristofano, Henry Shuster, Shefali Chandra, Neal Patwari arXiv_CL arXiv_CL  Recognition  Speech  Quantitative  Relation  Speech_Recognition  PDF
• 2022-08-01 DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition    Z. Guo, C. Chen, E.S. Chng arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-29 Thutmose Tagger: Single-pass neural model for Inverse Text Normalization    Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-07-29 Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural Transducer    Cong-Thanh Do, Mohan Li, Rama Doddipatla arXiv_CL arXiv_CL  Unsupervised  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-07-29 Pronunciation-aware unique character encoding for RNN Transducer-based Mandarin speech recognition    Peng Shen, Xugang Lu, Hisashi Kawai arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-07-29 Domain Specific Wav2vec 2.0 Fine-tuning For The SE&R 2022 Challenge    Alef Iury Siqueira Ferreira, Gustavo dos Reis Oliveira arXiv_CL arXiv_CL  Recognition  Speech  Pose  Emotion  Speech_Recognition  PDF
• 2022-07-28 Extending RNN-T-based speech recognition systems with emotion and language classification    Zvi Kons, Hagai Aronowitz, Edmilson Morais, Matheus Damasceno, Hong-Kwang Kuo, Samuel Thomas, George Saon arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Emotion  Classification  Speech_Recognition  PDF
• 2022-07-27 Knowledge-driven Subword Grammar Modeling for Automatic Speech Recognition in Tamil and Kannada    Madhavaraj A, Bharathi Pilar, Ramakrishnan A G arXiv_SD arXiv_SD  Segmentation  Recognition  Knowledge  Speech  Speech_Recognition  PDF
• 2022-07-27 Subword Dictionary Learning and Segmentation Techniques for Automatic Speech Recognition in Tamil and Kannada    Madhavaraj A, Bharathi Pilar, Ramakrishnan A G arXiv_SD arXiv_SD  Segmentation  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-27 SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation    Artem Ploujnikov, Mirco Ravanelli arXiv_SD arXiv_SD  Embedding  Recognition  Bert  Speech  Pose  Classification  Speech_Recognition  Language_Model  PDF
• 2022-07-26 Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception    Rui Duan, Zhe Qu, Shangqing Zhao, Leah Ding, Yao Liu, Zhuo Lu arXiv_AI arXiv_AI  Recognition  Optimization  Adversarial  Speech  Pose  Classification  Detection  Object_Detection  Speech_Recognition  Prediction  PDF
• 2022-07-25 Unsupervised data selection for Speech Recognition with contrastive loss ratios    Chanho Park, Rehan Ahmad, Thomas Hain arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  Matching  PDF
• 2022-07-25 Learning a Dual-Mode Speech Recognition Model via Self-Pruning    Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli arXiv_SD arXiv_SD  Recognition  Sparse  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-07-24 A Deep Dive into Deep Cluster    Ahmad Mustapha, Wael Khreich, Wasim Masr arXiv_CV arXiv_CV  Unsupervised  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  CNN  PDF
• 2022-07-24 Improving Mandarin Speech Recogntion with Block-augmented Transformer    Xiaoming Ren, Huifeng Zhu, Liuwei Wei, Minghui Wu, Jie Hao arXiv_AI arXiv_AI  Transformer  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-07-23 Implementation Of Tiny Machine Learning Models On Arduino 33 BLE For Gesture And Speech Recognition    Viswanatha V, Ramachandra A.C, Raghavendra Prasanna, Prem Chowdary Kakarla, Viveka Simha PJ, Nishant Mohan arXiv_SD arXiv_SD  Recognition  Gesture  Speech  Action  Speech_Recognition  PDF
• 2022-07-22 Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities    Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju, I-Fan Chen, Brian King, Katherine Powell, Melissa Saboowala, Karan Shetty, Andreas Stolcke arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Speech_Recognition  PDF
• 2022-07-22 ASR Error Detection via Audio-Transcript entailment    Nimshi Venkat Meripo, Sandeep Konam arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Classification  Detection  Speech_Recognition  Medical  PDF
• 2022-07-20 AutoDiCE: Fully Automated Distributed CNN Inference at the Edge    Xiaotian Guo, Andy D.Pimentel, Todor Stefanov arXiv_AI arXiv_AI  Recognition  Speech  Pose  Classification  Deep_Learning  Speech_Recognition  CNN  Image_Classification  Inference  PDF
• 2022-07-20 When Is TTS Augmentation Through a Pivot Language Useful?    Nathaniel Robinson, Perez Ogayo, Swetha Gangu, David R. Mortensen, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-20 Towards Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription    Longshen Ou, Xiangming Gu, Ye Wang arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  PDF
• 2022-07-20 Improving Data Driven Inverse Text Normalization using Data Augmentation    Laxmi Pandey, Debjyoti Paul, Pooja Chitkara, Yutong Pang, Xuedong Zhang, Kjell Schubert, Mark Chou, Shu Liu, Yatharth Saraf arXiv_CL arXiv_CL  Recognition  Speech  Face  Action  Speech_Recognition  PDF
• 2022-07-19 ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding    Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Face  Speech_Recognition  PDF
• 2022-07-19 ILASR: Privacy-Preserving Incremental Learning for AutomaticSpeech Recognition at Production Scale    Gopinath Chennupati, Milind Rao, Gurpreet Chadha, Aaron Eakin, Anirudh Raju, Gautam Tiwari, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo, Andy Oberlin, Buddha Nandanoor, Prahalad Venkataramanan, Zheng Wu, Pankaj Sitpure arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-17 End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting    Thierry Desot, François Portet, Michel Vacher arXiv_CL arXiv_CL  Recognition  Optimization  Speech  Action  Speech_Recognition  PDF
• 2022-07-16 Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation    Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas arXiv_SD arXiv_SD  Recognition  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2022-07-16 Sotto Voce: Federated Speech Recognition with Differential Privacy Guarantees    Michael Shoemate, Kevin Jett, Ethan Cowan, Sean Colbath, James Honaker, Prasanna Muthukumar arXiv_CL arXiv_CL  Recognition  Speech  Classification  GAN  Speech_Recognition  PDF
• 2022-07-15 Position Prediction as an Effective Pretraining Strategy    Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Yitan Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua Susskind arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Unsupervised  Recognition  Bert  Regularization  Speech  Self-Supervised  Pose  Classification  Relation  Speech_Recognition  Prediction  PDF
• 2022-07-15 Knowledge Transfer and Distillation from Autoregressive to Non-Autoregressive Speech Recognition    Xun Gong, Zhikai Zhou, Yanmin Qian arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-07-15 Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments    Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-14 Efficient spike encoding algorithms for neuromorphic speech recognition    Sidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Deep_Learning  Speech_Recognition  CNN  PDF
• 2022-07-14 A Single Self-Supervised Model for Many Speech Modalities Enables Zero-Shot Modality Transfer    Wei-Ning Hsu, Bowen Shi arXiv_AI arXiv_AI  Recognition  Bert  Zero-Shot  Speech  Self-Supervised  Speech_Recognition  Prediction  PDF
• 2022-07-14 Data Augmentation for Low-Resource Quechua ASR Improvement    Rodolfo Zevallos, Nuria Bel, Guillermo Cámbara, Mireia Farrús, Jordi Luque arXiv_CL arXiv_CL  Recognition  Speech  Deep_Learning  Speech_Recognition  PDF
• 2022-07-14 Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models    Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  Inference  PDF
• 2022-07-14 Open Terminology Management and Sharing Toolkit for Federation of Terminology Databases    Andis Lagzdiņš, Uldis Siliņš, Mārcis Pinnis, Toms Bergmanis, Artūrs Vasiļevskis, Andrejs Vasiļjevs arXiv_CL arXiv_CL  Recognition  Speech  Action  GAN  Speech_Recognition  PDF
• 2022-07-14 Two-Pass Low Latency End-to-End Spoken Language Understanding    Siddhant Arora, Siddharth Dalmia, Xuankai Chang, Brian Yan, Alan Black, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  Language_Model  Prediction  PDF
• 2022-07-13 MM-ALT: A Multimodal Automatic Lyric Transcription System    Xiangming Gu, Longshen Ou, Danielle Ong, Ye Wang arXiv_SD arXiv_SD  Recognition  Speech  Pose  Detection  Attention  Speech_Recognition  Activity  PDF
• 2022-07-13 Visual Context-driven Audio Feature Enhancement for Robust End-to-End Audio-Visual Speech Recognition    Joanna Hong, Minsu Kim, Daehun Yoo, Yong Man Ro arXiv_AI arXiv_AI  Transformer  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-12 Huqariq: A Multilingual Speech Corpus of Native Languages of Peru for Speech Recognition    Rodolfo Zevallos, Luis Camacho, Nelsi Melgarejo arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  QA  PDF
• 2022-07-12 End-to-end speech recognition modeling from de-identified data    Martin Flechl, Shou-Chun Yin, Junho Park, Peter Skala arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Medical  Matching  PDF
• 2022-07-11 pMCT: Patched Multi-Condition Training for Robust Speech Recognition    Pablo Peso Parada, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-11 Speaker Anonymization with Phonetic Intermediate Representations    Sarina Meyer, Florian Lux, Pavel Denisov, Julia Koch, Pascal Tilli, Ngoc Thang Vu arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-11 Speaker consistency loss and step-wise optimization for semi-supervised joint training of TTS and ASR using unpaired text data    Naoki Makishima, Satoshi Suzuki, Atsushi Ando, Ryo Masumura arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Pose  Speech_Recognition  PDF
• 2022-07-11 Online Continual Learning of End-to-End Speech Recognition Models    Muqiao Yang, Ian Lane, Shinji Watanabe arXiv_AI arXiv_AI  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-07-09 Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder    Jicheng Zhang, Yizhou Peng, Haihua Xu, Yi He, Eng Siong Chng, Hao Huang arXiv_SD arXiv_SD  Recognition  Regularization  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-07-09 Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition    Yizhou Peng, Yufei Liu, Jicheng Zhang, Haihua Xu, Yi He, Hao Huang, Eng Siong Chng arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-07-08 Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription    Xianrui Zheng, Chao Zhang, Philip C. Woodland arXiv_SD arXiv_SD  Segmentation  Embedding  Recognition  Speech  Self-Supervised  Pose  Classification  Detection  Speech_Recognition  Activity  PDF
• 2022-07-07 Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion    Muhammad Umar Farooq, Darshan Adiga Haniya Narayana, Thomas Hain arXiv_CL arXiv_CL  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-07-07 Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition    Muhammad Umar Farooq, Thomas Hain arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-07-07 End-to-end Speech-to-Punctuated-Text Recognition    Jumon Nozaki, Tatsuya Kawahara, Kenkichi Ishizuka, Taiichi Hashimoto arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-07-06 Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding    Yifan Peng, Siddharth Dalmia, Ian Lane, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Relation  Attention  Speech_Recognition  CNN  Inference  PDF
• 2022-07-06 Kaggle Competition: Cantonese Audio-Visual Speech Recognition for In-car Commands    Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J Barezi, Pascale Fung arXiv_CL arXiv_CL  Recognition  Speech  Pose  Action  Deep_Learning  Speech_Recognition  PDF
• 2022-07-06 Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies    Zehan Li, Haoran Miao, Keqi Deng, Gaofeng Cheng, Sanli Tian, Ta Li, Yonghong Yan arXiv_SD arXiv_SD  Transformer  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-07-05 Compute Cost Amortized Transformer for Streaming ASR    Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel arXiv_CL arXiv_CL  Transformer  Recognition  Sparse  Speech  Speech_Recognition  Inference  PDF
• 2022-07-04 Vietnamese Capitalization and Punctuation Recovery Models    Hoang Thi Thu Uyen, Nguyen Anh Tu, Ta Duc Huy arXiv_CL arXiv_CL  Recognition  Restoration  Speech  Pose  Speech_Recognition  PDF
• 2022-07-04 Minimizing Sequential Confusion Error in Speech Command Recognition    Zhanheng Yang, Hang Lv, Xiong Wang, Ao Zhang, Lei Xie arXiv_SD arXiv_SD  Recognition  Knowledge  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-07-03 Generating gender-ambiguous voices for privacy-preserving speech recognition    Dimitrios Stoidis, Andrea Cavallaro arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Adversarial  Speech  Pose  GAN  Speech_Recognition  Inference  PDF
• 2022-07-03 Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR    Kun Wei, Yike Zhang, Sining Sun, Lei Xie, Long Ma arXiv_CL arXiv_CL  Recognition  Speech  Pose  Relation  Attention  Speech_Recognition  Prediction  PDF
• 2022-07-02 Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism    Kun Wei, Pengcheng Guo, Ning Jiang arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  Prediction  PDF
• 2022-07-02 Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition    Guangzhi Sun, Chao Zhang, Philip C. Woodland arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-07-02 UserLibri: A Dataset for ASR Personalization Using Only Text    Theresa Breiner, Swaroop Ramaswamy, Ehsan Variani, Shefali Garg, Rajiv Mathews, Khe Chai Sim, Kilol Gupta, Mingqing Chen, Lara McConnaughey arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Inference  Language_Model  PDF
• 2022-07-01 Improving Low-Resource Speech Recognition with Pretrained Speech Models: Continued Pretraining vs. Semi-Supervised Training    Mitchell DeHaven, Jayadev Billa arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-06-30 Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition    Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow arXiv_AI arXiv_AI  Quantization  Recognition  RNN  Speech  Speech_Recognition  QA  PDF
• 2022-06-30 FeaRLESS: Feature Refinement Loss for Ensembling Self-Supervised Learning Features in Robust End-to-end Speech Recognition    Szu-Jui Chen, Jiamin Xie, John H.L. Hansen arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  PDF
• 2022-06-29 Space-Efficient Representation of Entity-centric Query Language Models    Christophe Van Gysel, Mirko Hannemann, Ernest Pusateri, Youssef Oualil, Ilya Oparin arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-06-29 The THUEE System Description for the IARPA OpenASR21 Challenge    Jing Zhao, Haoyu Wang, Jinpeng Li, Shuzhou Chai, Guan-Bo Wang, Guoguo Chen, Wei-Qiang Zhang arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Classification  Attention  Speech_Recognition  PDF
• 2022-06-29 Language-specific Characteristic Assistance for Code-switching Speech Recognition    Tongtong Song, Qiang Xu, Meng Ge, Longbiao Wang, Hao Shi, Yongjie Lv, Yuqin Lin, Jianwu Dang arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-06-29 STOP: A dataset for Spoken Task Oriented Semantic Parsing    Paden Tomasello, Po-Chun Hsu, Akshat Shrivastava, Daniel Lazar, Duc Le, Adithya Sagar, Ali Elkahky, Jade Copet, Wei-Ning Hsu, Yossef Mordechay, Robin Algayres, Tu Ahn Nguyen, Emmanuel Dupoux, Luke Zettlemoyer, Abdelrahman Mohamed arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-06-28 Bengali Common Voice Speech Dataset for Automatic Speech Recognition    Samiul Alam, Asif Sushmit, Zaowad Abdullah, Shahrin Nakkhatra, MD. Nazmuddoha Ansary, Syed Mobassir Hossen, Sazia Morshed Mehnaz, Tahsin Reasat, Ahmed Imtiaz Humayun arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-06-27 TALCS: An Open-Source Mandarin-English Code-Switching Corpus and a Speech Recognition Baseline    Chengfei Li, Shuhao Deng, Yaoping Wang, Guangjing Wang, Yaguang Gong, Changbin Chen, Jinfeng Bai arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Speech_Recognition  PDF
• 2022-06-26 Improving the Training Recipe for a Robust Conformer-based Hybrid Model    Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-06-26 Annotated Speech Corpus for Low Resource Indian Languages: Awadhi, Bhojpuri, Braj and Magahi    Ritesh Kumar, Siddharth Singh, Shyam Ratan, Mohit Raj, Sonal Sinha, bornini lahiri, Vivek Seshadri, Kalika Bali, Atul Kr. Ojha arXiv_CL arXiv_CL  Recognition  Speech  Relation  Speech_Recognition  PDF
• 2022-06-26 On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode    Raviraj Joshi, Subodh Kumar arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Speech  Attention  Speech_Recognition  Text_Generation  PDF
• 2022-06-26 Meta Auxiliary Learning for Low-resource Spoken Language Understanding    Yingying Gao, Junlan Feng, Chao Deng, Shilei Zhang arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-06-26 Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective    Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Classification  Deep_Learning  Attention  Speech_Recognition  PDF
• 2022-06-25 TEVR: Improving Speech Recognition by Token Entropy Variance Reduction    Hajo Nils Krabbenhöft, Erhardt Barth arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-06-25 Distilling a Pretrained Language Model to a Multilingual ASR Model    Kwanghee Choi, Hyung-Min Park arXiv_AI arXiv_AI  Transformer  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-06-24 PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis    Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas Maier, Seung Hee Yang arXiv_SD arXiv_SD  Recognition  Review  Speech  Speech_Recognition  Medical  PDF
• 2022-06-24 Confidence Score Based Conformer Speaker Adaptation for Speech Recognition    Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  Transformer  Unsupervised  Recognition  RNN  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-06-23 Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection    Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  NAS  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2022-06-23 Pruned RNN-T for fast, memory-efficient ASR training    Fangjun Kuang, Liyong Guo, Wei Kang, Long Lin, Mingshuang Luo, Zengwei Yao, Daniel Povey arXiv_AI arXiv_AI  Embedding  Recognition  RNN  Speech  Speech_Recognition  PDF
• 2022-06-23 Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Switchboard Corpus    Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng arXiv_SD arXiv_SD  Transformer  Quantization  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-06-23 Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems    Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2022-06-22 Answer Fast: Accelerating BERT on the Tensor Streaming Processor    Ibrahim Ahmed, Sahil Parmar, Matthew Boyd, Michael Beidler, Kris Kang, Bill Liu, Kyle Roach, John Kim, Dennis Abts arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Speech  Speech_Recognition  Inference  PDF
• 2022-06-22 A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data    Raviraj Joshi, Anupam Singh arXiv_SD arXiv_SD  Recognition  Speech  Pose  Deep_Learning  Attention  Speech_Recognition  PDF
• 2022-06-22 A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement    Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi arXiv_SD arXiv_SD  Embedding  Enhancement  Recognition  Optimization  Regularization  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-06-21 Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training    Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li, Shujie Liu, Furu Wei arXiv_SD arXiv_SD  Unsupervised  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  Prediction  PDF
• 2022-06-20 The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition    Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Josh Meyer arXiv_SD arXiv_SD  Recognition  Knowledge  Speech  GAN  Speech_Recognition  PDF
• 2022-06-20 Boosting Cross-Domain Speech Recognition with Self-Supervision    Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan arXiv_SD arXiv_SD  Unsupervised  Recognition  Knowledge  Speech  Self-Supervised  Pose  Face  Speech_Recognition  PDF
• 2022-06-19 Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping    Jenthe Thienpondt, Kris Demuynck arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-06-18 Decoupled Federated Learning for ASR with Non-IID Data    Han Zhu, Jindong Wang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-06-16 Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition    Zhifu Gao, Shiliang Zhang, Ian McLoughlin, Zhijie Yan arXiv_SD arXiv_SD  Transformer  Embedding  Recognition  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2022-06-16 SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning    Changan Chen, Carl Schissler, Sanchit Garg, Philip Kobernik, Alexander Clegg, Paul Calamia, Dhruv Batra, Philip W Robinson, Kristen Grauman arXiv_CV arXiv_CV  Recognition  3D  Knowledge  Speech  Speech_Recognition  Matching  PDF
• 2022-06-16 Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training    Bowen Zhang, Songjun Cao, Xiaoming Zhang, Yike Zhang, Long Ma, Takahiro Shinozaki arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-06-16 DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR    Ruchao Fan, Abeer Alwan arXiv_SD arXiv_SD  Recognition  Bert  Knowledge  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-06-15 AVATAR: Unconstrained Audiovisual Speech Recognition    Valentin Gabeur, Paul Hongsuck Seo, Arsha Nagrani, Chen Sun, Karteek Alahari, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  Recognition  Speech  Pose  Action  Attention  Speech_Recognition  PDF
• 2022-06-15 Transformer-based Automatic Speech Recognition of Formal and Colloquial Czech in MALACH Project    Jan Lehečka, Josef V. Psutka, Josef Psutka arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Self-Supervised  Speech_Recognition  Language_Model  PDF
• 2022-06-15 Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech    Jan Lehečka, Jan Švec, Aleš Pražák, Josef V. Psutka arXiv_CL arXiv_CL  Transformer  Recognition  Zero-Shot  Speech  Speech_Recognition  PDF
• 2022-06-15 Residual Language Model for End-to-end Speech Recognition    Emiru Tsunoo, Yosuke Kashiwagi, Chaitanya Narisetty, Shinji Watanabe arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2022-06-15 Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition    Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Tianzi Wang, Xunying Liu, Helen Meng arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2022-06-15 Streaming non-autoregressive model for any-to-many voice conversion    Ziyi Chen, Haoran Miao, Pengyuan Zhang arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-06-13 Toward Zero Oracle Word Error Rate on the Switchboard Benchmark    Arlo Faria, Adam Janin, Korbinian Riedhammer, Sidhi Adkoli arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-06-11 Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition    A Arunkumar, Vrunda N Sukhadia, S. Umesh arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-06-10 AHD ConvNet for Speech Emotion Classification    Asfand Ali, Danial Nasir, Mohammad Hassan Jawad arXiv_CL arXiv_CL  Recognition  Speech  Pose  Emotion  Classification  Speech_Recognition  PDF
• 2022-06-09 Revisiting End-to-End Speech-to-Text Translation From Scratch    Biao Zhang, Barry Haddow, Rico Sennrich arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-06-09 Face-Dubbing++: Lip-Synchronous, Voice Preserving Translation of Videos    Alexander Waibel, Moritz Behr, Fevziye Irem Eyiokur, Dogucan Yaman, Tuan-Nam Nguyen, Carlos Mullov, Mehmet Arif Demirtas, Alperen Kantarcı, Stefan Constantin, Hazım Kemal Ekenel arXiv_CV arXiv_CV  Recognition  Adversarial  Speech  Pose  Face  Detection  Speech_Recognition  PDF
• 2022-06-09 Joint Encoder-Decoder Self-Supervised Pre-training for ASR    Arunkumar A, Umesh S arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  Language_Model  Prediction  PDF
• 2022-06-09 Context-based out-of-vocabulary word recovery for ASR systems in Indian languages    Arun Baby, Saranya Vinnaitherthan, Akhil Kerhalkar, Pranav Jawale, Sharath Adavanne, Nagaraj Adiga arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Language_Model  Matching  PDF
• 2022-06-07 Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition    Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Feng Wang, Jiashui Wang arXiv_AI arXiv_AI  Recognition  Adversarial  Speech  Pose  Speech_Recognition  PDF
• 2022-06-07 LegoNN: Building Modular Encoder-Decoder Models    Siddharth Dalmia, Dmytro Okhonko, Mike Lewis, Sergey Edunov, Shinji Watanabe, Florian Metze, Luke Zettlemoyer, Abdelrahman Mohamed arXiv_CL arXiv_CL  Recognition  Speech  Pose  Face  Speech_Recognition  PDF
• 2022-06-06 FedNST: Federated Noisy Student Training for Automatic Speech Recognition    Haaris Mehmood, Agnieszka Dobrowolska, Karthikeyan Saravanan, Mete Ozay arXiv_AI arXiv_AI  Recognition  Speech  Self-Supervised  Pose  Face  Speech_Recognition  PDF
• 2022-06-05 Variable-rate hierarchical CPC leads to acoustic unit discovery in speech    Santiago Cuervo, Adrian Łańcucki, Ricard Marxer, Paweł Rychlikowski, Jan Chorowski arXiv_AI arXiv_AI  Segmentation  Quantization  Recognition  Speech  Self-Supervised  Pose  Deep_Learning  Speech_Recognition  Prediction  PDF
• 2022-06-05 Lip-Listening: Mixing Senses to Understand Lips using Cross Modality Knowledge Distillation for Word-Based Models    Hadeel Mabrouk, Omar Abugabal, Nourhan Sakr, Hesham M. Eraqi arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-06-05 LAE: Language-Aware Encoder for Monolingual and Multilingual ASR    Jinchuan Tian, Jianwei Yu, Chunlei Zhang, Chao Weng, Yuexian Zou, Dong Yu arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-06-02 Pronunciation Dictionary-Free Multilingual Speech Synthesis by Combining Unsupervised and Supervised Phonetic Representations    Chang Liu, Zhen-Hua Ling, Ling-Hui Chen arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-06-02 Squeezeformer: An Efficient Transformer for Automatic Speech Recognition    Sehoon Kim, Amir Gholami, Albert Shaw, Nicholas Lee, Karttikeya Mangalam, Jitendra Malik, Michael W. Mahoney, Kurt Keutzer arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  CNN  Language_Model  PDF
• 2022-06-01 Snow Mountain: Dataset of Audio Recordings of The Bible in Low Resource Languages    Kavitha Raju, Anjaly V, Ryan Lish, Joel Mathew arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-30 Adversarial synthesis based data-augmentation for code-switched spoken language identification    Parth Shastri, Chirag Patil, Poorval Wanere, Dr. Shrinivas Mahajan, Dr. Abhishek Bhatt, Dr. Hardik Sailor arXiv_CV arXiv_CV  Recognition  RNN  Adversarial  Speech  Pose  Classification  GAN  Speech_Recognition  CNN  PDF
• 2022-05-29 Speaker Identification using Speech Recognition    Syeda Rabia Arshad, Syed Mujtaba Haider, Abdul Basit Mughal arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-05-28 Adaptive Activation Network For Low Resource Multilingual Speech Recognition    Jian Luo, Jianzong Wang, Ning Cheng, Zhenpeng Zheng, Jing Xiao arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Deep_Learning  Speech_Recognition  PDF
• 2022-05-28 Is Lip Region-of-Interest Sufficient for Lipreading?    Jing-Xuan Zhang, Gen-Shun Wan, Jia Pan arXiv_CV arXiv_CV  Recognition  Bert  Speech  Self-Supervised  Pose  Emotion  Face  Speech_Recognition  PDF
• 2022-05-27 Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning    Xiliang Zhu, Shayna Gardiner, David Rossouw, Tere Roldán, Simon Corston-Oliver arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Restoration  Speech  Pose  Speech_Recognition  PDF
• 2022-05-26 Global Normalization for Streaming Speech Recognition in a Modular Framework    Ehsan Variani, Ke Wu, Michael Riley, David Rybach, Matt Shannon, Cyril Allauzen arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-26 Contextual Adapters for Personalized Speech Recognition in Neural Transducers    Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang, Jing Liu, Jinru Su, Grant P. Strimel, Athanasios Mouchtaris, Siegfried Kunzmann arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2022-05-26 Clinical Dialogue Transcription Error Correction using Seq2Seq Models    Gayani Nanayakkara, Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  Medical  PDF
• 2022-05-26 Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR    Qiu-Shi Zhu, Jie Zhang, Zi-Qiang Zhang, Li-Rong Dai arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  PDF
• 2022-05-25 On Building Spoken Language Understanding Systems for Low Resourced Languages    Akshat Gupta arXiv_AI arXiv_AI  Recognition  Speech  Face  Classification  Speech_Recognition  PDF
• 2022-05-25 Semantic-preserved Communication System for Highly Efficient Speech Transmission    Tianxiao Han, Qianqian Yang, Zhiguo Shi, Shibo He, Zhaoyang Zhang arXiv_SD arXiv_SD  Reconstruction  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2022-05-25 Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation    Injy Hamed, Nizar Habash, Slim Abdennadher, Ngoc Thang Vu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-05-25 Heterogeneous Reservoir Computing Models for Persian Speech Recognition    Zohreh Ansari, Farzin Pourhoseini, Fatemeh Hadaeghi arXiv_SD arXiv_SD  Recognition  RNN  Knowledge  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-05-25 An Investigation on Applying Acoustic Feature Conversion to ASR of Adult and Child Speech    Wei Liu, Jingyu Li, Tan Lee arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Classification  Speech_Recognition  Matching  PDF
• 2022-05-25 Improving CTC-based ASR Models with Gated Interlayer Collaboration    Yuting Yang, Yuke Li, Binbin Du arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Action  Speech_Recognition  Inference  Language_Model  PDF
• 2022-05-25 FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech    Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna arXiv_CL arXiv_CL  Recognition  Speech  SLAM  Few-Shot  Speech_Recognition  PDF
• 2022-05-24 Adaptive multilingual speech recognition with pretrained models    Ngoc-Quan Pham, Alex Waibel, Jan Niehues arXiv_CL arXiv_CL  Unsupervised  Recognition  Knowledge  Speech  Attention  Speech_Recognition  PDF
• 2022-05-24 Multi-Level Modeling Units for End-to-End Mandarin Speech Recognition    Yuting Yang, Binbin Du, Yuke Li arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Speech_Recognition  Inference  Language_Model  PDF
• 2022-05-24 DPSNN: A Differentially Private Spiking Neural Network    Jihang Wang, Dongcheng Zhao, Guobin Shen, Qian Zhang, Yi Zeng arXiv_AI arXiv_AI  Recognition  Speech  Pose  Face  Classification  Detection  Object_Detection  Face_Recognition  Speech_Recognition  Image_Classification  PDF
• 2022-05-23 Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models    Sabeesh Ethiraj, Bharath Kumar Bolla arXiv_AI arXiv_AI  Recognition  Speech  Deep_Learning  Speech_Recognition  PDF
• 2022-05-23 Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection    Peilin Zhou, Dading Chong, Helin Wang, Qingcheng Zeng arXiv_CL arXiv_CL  Recognition  Speech  Pose  Deep_Learning  Detection  Speech_Recognition  PDF
• 2022-05-22 Deep Learning for Visual Speech Analysis: A Survey    Changchong Sheng, Gangyao Kuang, Liang Bai, Chenping Hou, Yulan Guo, Xin Xu, Matti Pietikäinen, Li Liu arXiv_CV arXiv_CV  Recognition  Review  Speech  Pose  Survey  Deep_Learning  Attention  Speech_Recognition  Medical  PDF
• 2022-05-22 Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners    Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji arXiv_AI arXiv_AI  Recognition  Video_Caption  Speech  Pose  Few-Shot  Speech_Recognition  Caption  Language_Model  Prediction  PDF
• 2022-05-21 Self-Supervised Speech Representation Learning: A Review    Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe arXiv_CL arXiv_CL  Embedding  Recognition  Represenation_Learning  Review  Speech  Self-Supervised  Deep_Learning  Speech_Recognition  PDF
• 2022-05-20 NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement    Meng Yu, Yong Xu, Chunlei Zhang, Shi-Xiong Zhang, Dong Yu arXiv_SD arXiv_SD  Embedding  Enhancement  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-05-20 Predicting electrode array impedance after one month from cochlear implantation surgery    Yousef A. Alohali, Yassin Abdelsamad, Tamer Mesallam, Fida Almuhawas, Abdulrahman Hagr, Mahmoud S. Fayed arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-20 Set-based Meta-Interpolation for Few-Task Meta-Learning    Seanie Lee, Bruno Andreis, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang arXiv_AI arXiv_AI  Recognition  Text_Classification  Optimization  Knowledge  Speech  Pose  Classification  Speech_Recognition  Image_Classification  Prediction  PDF
• 2022-05-19 Content-Context Factorized Representations for Automated Speech Recognition    David M. Chan, Shalini Ghosh arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Relation  Speech_Recognition  PDF
• 2022-05-19 Automatic Spoken Language Identification using a Time-Delay Neural Network    Benjamin Kepecs, Homayoon Beigi arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-05-19 Insights on Neural Representations for End-to-End Speech Recognition    Anna Ollerenshaw, Md Asif Jalal, Thomas Hain arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Speech  Relation  Speech_Recognition  PDF
• 2022-05-18 Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator    Guangzhi Sun, Chao Zhang, Philip C Woodland arXiv_CL arXiv_CL  Tracking  Recognition  Zero-Shot  Knowledge  Speech  Pose  Ontology  Speech_Recognition  Language_Model  PDF
• 2022-05-17 Deploying self-supervised learning in the wild for hybrid automatic speech recognition    Mostafa Karimi, Changliang Liu, Kenichi Kumatani, Yao Qian, Tianyu Wu, Jian Wu arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Detection  Speech_Recognition  PDF
• 2022-05-17 Streaming Noise Context Aware Enhancement For Automatic Speech Recognition in Multi-Talker Environments    Joe Caroselli, Arun Narayanan, Yiteng Huang arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-05-16 Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data    Alëna Aksënova, Zhehuai Chen, Chung-Cheng Chiu, Daan van Esch, Pavel Golik, Wei Han, Levi King, Bhuvana Ramabhadran, Andrew Rosenberg, Suzan Schwartz, Gary Wang arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-14 Pretraining Approaches for Spoken Language Recognition: TalTech Submission to the OLR 2021 Challenge    Tanel Alumäe, Kunnar Kukk arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-14 Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing    Heli Qi, Sashi Novitasari, Sakriani Sakti, Satoshi Nakamura arXiv_CL arXiv_CL  Reconstruction  Recognition  Regularization  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-05-13 Who Are We Talking About? Handling Person Names in Speech Translation    Marco Gaido, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-13 Unified Modeling of Multi-Domain Multi-Device ASR Systems    Soumyajit Mitra, Swayambhu Nath Ray, Bharat Padi, Arunasish Sen, Raghavendra Bilgi, Harish Arsikere, Shalini Ghosh, Ajay Srinivasamurthy, Sri Garimella arXiv_CL arXiv_CL  Embedding  Recognition  Adversarial  Speech  Pose  Speech_Recognition  PDF
• 2022-05-13 Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition    Zengrui Jin, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu arXiv_AI arXiv_AI  Recognition  Adversarial  Speech  Pose  Contour  GAN  Speech_Recognition  PDF
• 2022-05-11 End-to-End Multi-Person Audio/Visual Automatic Speech Recognition    Otavio Braga, Takaki Makino, Olivier Siohan, Hank Liao arXiv_CV arXiv_CV  Recognition  Speech  Pose  Face  Attention  Speech_Recognition  Matching  PDF
• 2022-05-11 A Closer Look at Audio-Visual Multi-Person Speech Recognition and Active Speaker Selection    Otavio Braga, Olivier Siohan arXiv_CV arXiv_CV  Recognition  Speech  Pose  Face  Attention  Speech_Recognition  Inference  PDF
• 2022-05-11 Improved Meta Learning for Low Resource Speech Recognition    Satwinder Singh, Ruili Wang, Feng Hou arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-05-10 Best of Both Worlds: Multi-task Audio-Visual Automatic Speech Recognition and Active Speaker Detection    Otavio Braga, Olivier Siohan arXiv_CV arXiv_CV  Recognition  Speech  Face  Classification  Detection  Attention  Speech_Recognition  PDF
• 2022-05-10 Separator-Transducer-Segmenter: Streaming Recognition and Segmentation of Multi-party Speech    Ilya Sklyar, Anna Piunova, Christian Osendorfer arXiv_CL arXiv_CL  Segmentation  Recognition  RNN  Regularization  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2022-05-09 Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis    Zhenzi Weng, Zhijin Qin, Xiaoming Tao, Chengkang Pan, Guangyi Liu, Geoffrey Ye Li arXiv_SD arXiv_SD  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2022-05-09 Speaker Reinforcement Using Target Source Extraction for Robust Automatic Speech Recognition    Catalin Zorila, Rama Doddipatla arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Action  Speech_Recognition  PDF
• 2022-05-06 A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy    Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard, Alex Park, James Walker, Alexander Gruenstein arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-06 Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment    Yuan Gong, Ziyi Chen, Iek-Heng Chu, Peng Chang, James Glass arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Speech_Recognition  PDF
• 2022-05-06 Hearing voices at the National Library -- a speech corpus and acoustic model for the Swedish language    Martin Malmsten, Chris Haffenden, Love Börjeson arXiv_CL arXiv_CL  Recognition  OCR  Speech  Speech_Recognition  Language_Model  PDF
• 2022-05-05 Speaker Recognition in the Wild    Neeraj Chhimwal, Anirudh Gupta, Rishabh Gaur, Harveen Singh Chadha, Priyanshi Shah, Ankur Dhuriya, Vivek Raghavan arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-05-04 Design of a novel Korean learning application for efficient pronunciation correction    Minjong Cheon, Minseon Kim, Hanseon Joo arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-05-04 ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks    Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-05-03 On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training    Jisi Zhang, Catalin Zorila, Rama Doddipatla, Jon Barker arXiv_CL arXiv_CL  Unsupervised  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-05-02 Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages    Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-05-02 A Meeting Transcription System for an Ad-Hoc Acoustic Sensor Network    Tobias Gburrek, Christoph Boeddeker, Thilo von Neumann, Tobias Cord-Landwehr, Joerg Schmalenstroeer, Reinhold Haeb-Umbach arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-05-02 A Novel Speech-Driven Lip-Sync Model with CNN and LSTM    Xiaohong Li, Xiang Wang, Kai Wang, Shiguo Lian arXiv_AI arXiv_AI  Recognition  3D  RNN  Speech  Face  Quantitative  Speech_Recognition  PDF
• 2022-05-01 Bilingual End-to-End ASR with Byte-Level Subwords    Liuhui Deng, Roger Hsiao, Arnab Ghoshal arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-04-27 Improving Multimodal Speech Recognition by Data Augmentation and Speech Representations    Dan Oneata, Horia Cucu arXiv_SD arXiv_SD  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2022-04-27 Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?    Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  Prediction  PDF
• 2022-04-26 Mask scalar prediction for improving robust automatic speech recognition    Arun Narayanan, James Walker, Sankaran Panchapagesan, Nathan Howard, Yuma Koizumi arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Speech_Recognition  Prediction  PDF
• 2022-04-25 Cleanformer: A microphone array configuration-invariant, streaming, multichannel neural enhancement frontend for ASR    Joseph Caroselli, Arun Naranayan, Tom O'Malley arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2022-04-25 Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications    Han Cai, Ji Lin, Yujun Lin, Zhijian Liu, Haotian Tang, Hanrui Wang, Ligeng Zhu, Song Han arXiv_CV arXiv_CV  NAS  Quantization  Recognition  Point_Cloud  Speech  Deep_Learning  Speech_Recognition  PDF
• 2022-04-25 Supervised Attention in Sequence-to-Sequence Models for Speech Recognition    Gene-Ping Yang, Hao Tang arXiv_CL arXiv_CL  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2022-04-25 Understanding Audio Features via Trainable Basis Functions    Kwan Yee Heung, Kin Wai Cheuk, Dorien Herremans arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-04-24 Improved far-field speech recognition using Joint Variational Autoencoder    Shashi Kumar, Shakti P. Rath, Abhishek Pandey arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Pose  Denoising  Speech_Recognition  PDF
• 2022-04-22 E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR    W. Ronny Huang, Shuo-yiin Chang, David Rybach, Rohit Prabhavalkar, Tara N. Sainath, Cyril Allauzen, Cal Peyser, Zhiyun Lu arXiv_CL arXiv_CL  Segmentation  Recognition  RNN  Speech  Pose  Detection  Object_Detection  Speech_Recognition  Activity  PDF
• 2022-04-22 Efficient Training of Neural Transducer for Speech Recognition    Wei Zhou, Wilfried Michel, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-04-22 WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment    Lin Yao, Jianfei Song, Ruizhuo Xu, Yingfang Yang, Zijian Chen, Yafeng Deng arXiv_CL arXiv_CL  Recognition  Bert  Knowledge  Speech  Pose  Emotion  Sentiment  Speech_Recognition  Language_Model  PDF
• 2022-04-21 Layer-wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition    Xun Gong, Yizhou Lu, Zhikai Zhou, Yanmin Qian arXiv_SD arXiv_SD  Embedding  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-04-20 A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond    Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-yan Liu arXiv_CL arXiv_CL  Recognition  Review  Speech  Pose  Survey  NMT  Attention  Summarization  Speech_Recognition  Inference  Prediction  PDF
• 2022-04-20 Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems    Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh arXiv_AI arXiv_AI  Recognition  Knowledge  Speech  Classification  Deep_Learning  Detection  Attention  Speech_Recognition  Image_Classification  PDF
• 2022-04-19 Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking    Jinghui Xu, Jiangshan Zhang, Jifeng Zhu, Yong Yang arXiv_AI arXiv_AI  Recognition  Speech  Face  Deep_Learning  Speech_Recognition  PDF
• 2022-04-19 Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation    Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora arXiv_CL arXiv_CL  Transformer  Recognition  Regularization  Speech  Pose  Action  Classification  Attention  Speech_Recognition  PDF
• 2022-04-19 An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition    Niko Moritz, Frank Seide, Duc Le, Jay Mahadeokar, Christian Fuegen arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-04-15 Automated speech tools for helping communities process restricted-access corpora for language revival efforts    Nay San, Martijn Bartelds, Tolúl\d{o}p\dé Ògúnr\dèmí, Alison Mount, Ruben Thompson, Michael Higgins, Roy Barker, Jane Simpson, Dan Jurafsky arXiv_CL arXiv_CL  Recognition  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2022-04-14 Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features    Maximilian Karl Scharf, Sabine Hochmuth, Lena L.N. Wong, Birger Kollmeier, Anna Warzybok arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  Prediction  PDF
• 2022-04-13 HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition    Ji Won Yoon, Beom Jun Woo, Nam Soo Kim arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  Inference  Prediction  PDF
• 2022-04-13 Self-critical Sequence Training for Automatic Speech Recognition    Chen Chen, Yuchen Hu, Nana Hou, Xiaofeng Qi, Heqing Zou, Eng Siong Chng arXiv_CL arXiv_CL  Recognition  Reinforcement_Learning  Optimization  Speech  Pose  Speech_Recognition  Inference  Prediction  PDF
• 2022-04-13 A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes    Shaojin Ding, Weiran Wang, Ding Zhao, Tara N. Sainath, Yanzhang He, Robert David, Rami Botros, Xin Wang, Rina Panigrahy, Qiao Liang, Dongseong Hwang, Ian McGraw, Rohit Prabhavalkar, Trevor Strohman arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-12 ASR in German: A Detailed Error Analysis    Johannes Wirth, Rene Peinl arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Prediction  PDF
• 2022-04-12 CorrectSpeech: A Fully Automated System for Speech Correction and Accent Reduction    Daxin Tan, Liqun Deng, Nianzu Zheng, Yu Ting Yeung, Xin Jiang, Xiao Chen, Tan Lee arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-11 Unified Speech-Text Pre-training for Speech Translation and Recognition    Yun Tang, Hongyu Gong, Ning Dong, Changhan Wang, Wei-Ning Hsu, Jiatao Gu, Alexei Baevski, Xian Li, Abdelrahman Mohamed, Michael Auli, Juan Pino arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-04-11 Large-Scale Streaming End-to-End Speech Translation with Neural Transducers    Jian Xue, Peidong Wang, Jinyu Li, Matt Post, Yashesh Gaur arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  Inference  PDF
• 2022-04-11 Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data    Vishal Sunder, Prashant Serai, Eric Fosler-Lussier arXiv_CL arXiv_CL  Recognition  Speech  Classification  Speech_Recognition  Medical  PDF
• 2022-04-11 Multistream neural architectures for cued-speech recognition using a pre-trained visual feature extractor and constrained CTC decoding    Sanjana Sankar (GIPSA-CRISSP), Denis Beautemps (GIPSA-CRISSP), Thomas Hueber (GIPSA-CRISSP) arXiv_CL arXiv_CL  Recognition  Gesture  Speech  Pose  Action  Classification  Speech_Recognition  PDF
• 2022-04-10 Deep Embeddings for Robust User-Based Amateur Vocal Percussion Classification    Alejandro Delgado, Emir Demirel, Vinod Subramanian, Charalampos Saitis, Mark Sandler arXiv_SD arXiv_SD  Embedding  Recognition  Sketch  Salient  Speech  Pose  Action  Classification  Detection  Speech_Recognition  CNN  PDF
• 2022-04-08 Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction    Zehai Tu, Ning Ma, Jon Barker arXiv_SD arXiv_SD  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-04-08 Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners    Zehai Tu, Ning Ma, Jon Barker arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Relation  Speech_Recognition  Prediction  PDF
• 2022-04-08 Auditory-Based Data Augmentation for End-to-End Automatic Speech Recognition    Zehai Tu, Jack Deadman, Ning Ma, Jon Barker arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-08 Adding Connectionist Temporal Summarization into Conformer to Improve Its Decoder Efficiency For Speech Recognition    Nick J.C. Wang, Zongfeng Quan, Shaojun Wang, Jing Xiao arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Attention  Summarization  Speech_Recognition  PDF
• 2022-04-08 Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition    Qianying Liu, Yuhang Yang, Zhuo Gong, Sheng Li, Chenchen Ding, Nobuaki Minematsu, Hao Huang, Fei Cheng, Sadao Kurohashi arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-04-08 Defense against Adversarial Attacks on Hybrid Speech Recognition using Joint Adversarial Fine-tuning with Denoiser    Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jesus Villalba, Sanjeev Khudanpur, Najim Dehak arXiv_SD arXiv_SD  Gradient_Descent  Recognition  Adversarial  Speech  Pose  Speech_Recognition  PDF
• 2022-04-08 Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition    Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw arXiv_SD arXiv_SD  Embedding  Recognition  Optimization  Speech  Pose  Face  Detection  Object_Detection  Speech_Recognition  Activity  PDF
• 2022-04-07 Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0    Sebastian P. Bayerl, Dominik Wagner, Elmar Nöth, Korbinian Riedhammer arXiv_CL arXiv_CL  Embedding  Tracking  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-04-07 MAESTRO: Matched Speech Text Representations through Modality Matching    Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Pedro Moreno, Ankur Bapna, Heiga Zen arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  Language_Model  Prediction  Matching  PDF
• 2022-04-07 Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition    Qijie Shao, Jinghao Yan, Jian Kang, Pengcheng Guo, Xian Shi, Pengfei Hu, Lei Xie arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-07 Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-trained DNN-HMM-Based Acoustic-Phonetic Model    Nick J.C. Wang, Lu Wang, Yandan Sun, Haimei Kang, Dejun Zhang arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-04-07 Speech Pre-training with Acoustic Piece    Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei arXiv_SD arXiv_SD  Transformer  Recognition  Bert  Speech  Pose  Relation  Speech_Recognition  PDF
• 2022-04-07 3M: Multi-loss, Multi-path and Multi-level Neural Networks for speech recognition    Zhao You, Shulin Feng, Dan Su, Dong Yu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-06 Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation    Sravya Popuri, Peng-Jen Chen, Changhan Wang, Juan Pino, Yossi Adi, Jiatao Gu, Wei-Ning Hsu, Ann Lee arXiv_CL arXiv_CL  Recognition  Weakly_Supervised  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-04-06 A survey on recently proposed activation functions for Deep Learning    Murilo Gustineli arXiv_AI arXiv_AI  Recognition  Speech  Pose  Face  Survey  Deep_Learning  Speech_Recognition  PDF
• 2022-04-06 Can Self-Supervised Learning solve the problem of child speech recognition?    Rishabh Jain, Mariam Yiwere, Dan Bigioi, Peter Corcoran arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Deep_Learning  Speech_Recognition  Language_Model  PDF
• 2022-04-06 Emotional Speech Recognition with Pre-trained Deep Visual Models    Waleed Ragheb, Mehdi Mirzapour, Ali Delfardi, Hélène Jacquenet, Lawrence Carbon arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Speech  Pose  Emotion  Speech_Recognition  PDF
• 2022-04-06 Successes and critical failures of neural networks in capturing human-like speech recognition    Federico Adolfi, Jeffrey S. Bowers, David Poeppel arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  Prediction  PDF
• 2022-04-06 Simple and Effective Unsupervised Speech Synthesis    Alexander H. Liu, Cheng-I Jeff Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevskiv, James Glass arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Speech_Recognition  PDF
• 2022-04-05 Towards End-to-end Unsupervised Speech Recognition    Alexander H. Liu, Wei-Ning Hsu, Michael Auli, Alexei Baevski arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Self-Supervised  Speech_Recognition  Prediction  PDF
• 2022-04-05 Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation    Dan Berrebbi, Jiatong Shi, Brian Yan, Osbel Lopez-Francisco, Jonathan D. Amith, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Deep_Learning  Speech_Recognition  PDF
• 2022-04-05 A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition    Ye-Qian Du, Jie Zhang, Qiu-Shi Zhu, Li-Rong Dai, Ming-Hui Wu, Xin Fang, Zhou-Wang Yang arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-04-05 Audio-visual multi-channel speech separation, dereverberation and recognition    Guinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng arXiv_CV arXiv_CV  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-04 Deliberation Model for On-Device Spoken Language Understanding    Duc Le, Akshat Shrivastava, Paden Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-04 GWA: A Large High-Quality Acoustic Dataset for Audio Processing    Zhenyu Tang, Rohith Aralikatti, Anton Ratnarajah, Dinesh Manocha arXiv_SD arXiv_SD  Transformer  Enhancement  Recognition  3D  Speech  Deep_Learning  Speech_Recognition  Matching  PDF
• 2022-04-04 Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices    Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas Maier, Seung Hee Yang arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-04-04 Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition    Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas Maier, Seung Hee Yang arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-04-04 A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems    Marcely Zanon Boito, Laurent Besacier, Natalia Tomashenko, Yannick Estève arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-04-04 An Initialization Scheme for Meeting Separation with Spatial Mixture Models    Christoph Boeddeker, Tobias Cord-Landwehr, Thilo von Neumann, Reinhold Haeb-Umbach arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Activity  PDF
• 2022-04-04 Analysis of Joint Speech-Text Embeddings for Semantic Matching    Muhammad Huzaifah, Ivan Kukanov arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Zero-Shot  Knowledge  Speech  Quantitative  Classification  Speech_Recognition  Language_Model  Matching  PDF
• 2022-04-03 Deep Speech Based End-to-End Automated Speech Recognition for Indian-English Accents    Priyank Dubey, Bilal Shah arXiv_CL arXiv_CL  Transfer_Learning  Recognition  RNN  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2022-04-02 Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition    Guodong Ma, Pengfei Hu, Jian Kang, Shen Huang, Hao Huang arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-02 End-to-end model for named entity recognition from speech without paired training data    Salima Mdhaffar, Jarod Duret, Titouan Parcollet, Yannick Estève arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-02 Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network and Knowledge Distillation    Manthan Thakker, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang arXiv_SD arXiv_SD  Enhancement  Recognition  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-04-02 Speaker adaptation for Wav2vec2 based dysarthric ASR    Murali Karthick Baskar, Tim Herzig, Diana Nguyen, Mireia Diez, Tim Polzehl, Lukáš Burget, Jan "Honza'' Černocký arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-01 End-to-end multi-talker audio-visual ASR using an active speaker attention module    Richard Rose, Olivier Siohan arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Face  Attention  Speech_Recognition  PDF
• 2022-04-01 Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding    Xuandi Fu, Feng-Ju Chang, Martin Radfar, Kai Wei, Jing Liu, Grant P. Strimel, Kanthashree Mysore Sathyendra arXiv_CL arXiv_CL  Recognition  Optimization  RNN  Speech  Pose  Face  Speech_Recognition  Prediction  PDF
• 2022-04-01 End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation    Xuankai Chang, Takashi Maekaku, Yuya Fujita, Shinji Watanabe arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-04-01 Zero-Shot Cross-lingual Aphasia Detection using Automatic Speech Recognition    Gerasimos Chatzoudis, Manos Plitsis, Spyridoula Stamouli, Athanasia-Lida Dimou, Athanasios Katsamanis, Vassilis Katsouros arXiv_AI arXiv_AI  Recognition  Zero-Shot  Speech  Pose  Detection  Speech_Recognition  Medical  Language_Model  PDF
• 2022-04-01 Probing Speech Emotion Recognition Transformers for Linguistic Knowledge    Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller arXiv_CL arXiv_CL  Transformer  Recognition  Knowledge  Speech  Self-Supervised  Emotion  Sentiment  Attention  Speech_Recognition  Prediction  PDF
• 2022-04-01 PriMock57: A Dataset Of Primary Care Mock Consultations    Alex Papadopoulos Korfiatis, Francesco Moramarco, Radmila Sarac, Aleksandar Savkov arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Medical  PDF
• 2022-04-01 Text-To-Speech Data Augmentation for Low Resource Speech Recognition    Rodolfo Zevallos arXiv_CL arXiv_CL  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2022-04-01 End-to-End Multi-speaker ASR with Independent Vector Analysis    Robin Scheibler, Wangyou Zhang, Xuankai Chang, Shinji Watanabe, Yanmin Qian arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-04-01 Multi-sequence Intermediate Conditioning for CTC-based ASR    Yusuke Fujita, Tatsuya Komatsu, Yusuke Kida arXiv_CL arXiv_CL  Recognition  Speech  Pose  Action  Classification  Speech_Recognition  Prediction  PDF
• 2022-04-01 InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR    Yu Nakagome, Tatsuya Komatsu, Yusuke Fujita, Shuta Ichimura, Yusuke Kida arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-04-01 Filter-based Discriminative Autoencoders for Children Speech Recognition    Chiang-Lin Tai, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang arXiv_CL arXiv_CL  Reconstruction  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-31 Perceptive, non-linear Speech Processing and Spiking Neural Networks    Jean Rouat, Ramin Pichevar, Stéphane Loiselle arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-03-31 Importance of Different Temporal Modulations of Speech: A Tale of Two Perspectives    Samik Sadhu, Hynek Hermansky arXiv_SD arXiv_SD  Recognition  Knowledge  Speech  Speech_Recognition  PDF
• 2022-03-31 Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data    Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei arXiv_SD arXiv_SD  Transformer  Recognition  Bert  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-03-31 Analyzing the factors affecting usefulness of Self-Supervised Pre-trained Representations for Speech Recognition    Lodagala V S V Durga Prasad, Ashish Seth, Sreyan Ghosh, S. Umesh arXiv_SD arXiv_SD  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-03-31 HiFi-VC: High Quality ASR-Based Voice Conversion    A. Kashkin, I. Karpukhin, S. Shishkin arXiv_SD arXiv_SD  Tracking  Recognition  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-03-31 Memory-Efficient Training of RNN-Transducer with Sampled Softmax    Jaesong Lee, Lukas Lee, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-03-31 Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational Speech Dataset    Zehui Yang, Yifan Chen, Lei Luo, Runyan Yang, Lingxuan Ye, Gaofeng Cheng, Ji Xu, Yaohui Jin, Qingqing Zhang, Pengyuan Zhang, Lei Xie, Yonghong Yan arXiv_CL arXiv_CL  Recognition  Speech  Detection  Speech_Recognition  Activity  PDF
• 2022-03-31 A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction    Zexu Pan, Meng Ge, Haizhou Li arXiv_SD arXiv_SD  Recognition  Speech  Pose  Action  Speech_Recognition  PDF
• 2022-03-31 NeuFA: Neural Network Based End-to-End Forced Alignment with Bidirectional Attention Mechanism    Jingbei Li, Yi Meng, Zhiyong Wu, Helen Meng, Qiao Tian, Yuping Wang, Yuxuan Wang arXiv_SD arXiv_SD  Recognition  Speech  Pose  Deep_Learning  Attention  Speech_Recognition  PDF
• 2022-03-31 A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings    Fan Yu, Zhihao Du, Shiliang Zhang, Yuxiao Lin, Lei Xie arXiv_SD arXiv_SD  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-03-31 indic-punct: An automatic punctuation restoration and inverse text normalization framework for Indic languages    Anirudh Gupta, Neeraj Chhimwal, Ankur Dhuriya, Rishabh Gaur, Priyanshi Shah, Harveen Singh Chadha, Vivek Raghavan arXiv_CL arXiv_CL  Recognition  Bert  Restoration  Speech  Sentiment  Speech_Recognition  PDF
• 2022-03-31 Effectiveness of text to speech pseudo labels for forced alignment and cross lingual pretrained models for low resource speech recognition    Anirudh Gupta, Rishabh Gaur, Ankur Dhuriya, Harveen Singh Chadha, Neeraj Chhimwal, Priyanshi Shah, Vivek Raghavan arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Speech_Recognition  PDF
• 2022-03-31 How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications    Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Saeed Sarfjoo, Petr Motlicek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Action  Few-Shot  Speech_Recognition  PDF
• 2022-03-31 An Empirical Study of Language Model Integration for Transducer based Speech Recognition    Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding, Guanglu Wan arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-03-31 CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR    Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding, Guanglu Wan arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-03-31 Exploiting Single-Channel Speech for Multi-Channel End-to-End Speech Recognition: A Comparative Study    Keyu An, Zhijian Ou arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-03-30 Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings    Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-30 Is Word Error Rate a good evaluation metric for Speech Recognition in Indic Languages?    Priyanshi Shah, Harveen Singh Chadha, Anirudh Gupta, Ankur Dhuriya, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-03-30 Improving Speech Recognition for Indic Languages using Language Model    Ankur Dhuriya, Harveen Singh Chadha, Anirudh Gupta, Priyanshi Shah, Neeraj Chhimwal, Rishabh Gaur, Vivek Raghavan arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Medical  Language_Model  PDF
• 2022-03-30 Code Switched and Code Mixed Speech Recognition for Indic languages    Harveen Singh Chadha, Priyanshi Shah, Ankur Dhuriya, Neeraj Chhimwal, Anirudh Gupta, Vivek Raghavan arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-30 Vakyansh: ASR Toolkit for Low Resource Indic languages    Harveen Singh Chadha, Anirudh Gupta, Priyanshi Shah, Neeraj Chhimwal, Ankur Dhuriya, Rishabh Gaur, Vivek Raghavan arXiv_CL arXiv_CL  Recognition  Restoration  Speech  Speech_Recognition  Language_Model  PDF
• 2022-03-30 Combination of Time-domain, Frequency-domain, and Cepstral-domain Acoustic Features for Speech Commands Classification    Yikang Wang, Hiromitsu Nishizaki arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Detection  Speech_Recognition  PDF
• 2022-03-30 ESNI: Domestic Robots Design for Elderly and Disabled People    Junchi Chu, Xueyun Tang arXiv_RO arXiv_RO  Segmentation  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-30 Federated Domain Adaptation for ASR with Full Self-Supervision    Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-03-29 Recent improvements of ASR models in the face of adversarial attacks    Raphael Olivier, Bhiksha Raj arXiv_SD arXiv_SD  Recognition  Optimization  Adversarial  Speech  Self-Supervised  Face  Speech_Recognition  PDF
• 2022-03-29 Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization    Evelina Bakhturina, Yang Zhang, Boris Ginsburg arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-03-29 Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition    Junrui Ni, Liming Wang, Heting Gao, Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson arXiv_AI arXiv_AI  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-29 Streaming parallel transducer beam search with fast-slow cascaded encoders    Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L Seltzer arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-03-29 Integrate Lattice-Free MMI into End-to-End Speech Recognition    Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu arXiv_SD arXiv_SD  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-03-29 Dynamic Latency for CTC-Based Streaming Automatic Speech Recognition With Emformer    Jingyu Sun, Guiping Zhong, Dinghao Zhou, Baoxiang Li arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-03-29 LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT    Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li arXiv_SD arXiv_SD  Transformer  Embedding  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Classification  Attention  Speech_Recognition  PDF
• 2022-03-29 Locality Matters: A Locality-Biased Linear Attention for Automatic Speech Recognition    Jingyu Sun, Guiping Zhong, Dinghao Zhou, Baoxiang Li, Yiran Zhong arXiv_SD arXiv_SD  Recognition  Speech  Pose  Attention  Speech_Recognition  Inference  PDF
• 2022-03-29 Earnings-22: A Practical Benchmark for Accents in the Wild    Miguel Del Rio, Peter Ha, Quinten McNamara, Corey Miller, Shipra Chandra arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-03-29 A single speaker is almost all you need for automatic speech recognition    Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Candido Junior, Anderson da Silva Soares, Sandra Aluísio, Moacir Antonelli Ponti arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-03-29 WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit    Binbin Zhang, Di Wu, Zhendong Peng, Xingchen Song, Zhuoyuan Yao, Hang Lv, Lei Xie, Chao Yang, Fuping Pan, Jianwei Niu arXiv_CL arXiv_CL  Recognition  Speech  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2022-03-29 Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition    Lester Phillip Violeta, Wen-Chin Huang, Tomoki Toda arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-03-29 Short-Term Word-Learning in a Dynamically Changing Environment    Christian Huber, Rishu Kumar, Ondřej Bojar, Alexander Waibel arXiv_CL arXiv_CL  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2022-03-29 Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data    Chen Chen, Nana Hou, Yuchen Hu, Shashank Shirol, Eng Siong Chng arXiv_CL arXiv_CL  Recognition  Adversarial  Speech  Pose  Face  GAN  Speech_Recognition  PDF
• 2022-03-29 Analysis of EEG frequency bands for Envisioned Speech Recognition    Ayush Tripathi arXiv_CL arXiv_CL  Recognition  RNN  Speech  Face  Action  Classification  Deep_Learning  Speech_Recognition  CNN  PDF
• 2022-03-29 MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification    Yang Zhang, Zhiqiang Lv, Haibin Wu, Shanshan Zhang, Pengfei Hu, Zhiyong Wu, Hung-yi Lee, Helen Meng arXiv_SD arXiv_SD  Transformer  Embedding  Recognition  Speech  Action  Speech_Recognition  CNN  Inference  PDF
• 2022-03-29 Shifted Chunk Encoder for Transformer Based Streaming End-to-End ASR    Fangyuan Wang, Bo Xu arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-03-29 Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing    Xiaodong Cui, George Saon, Tohru Nagano, Masayuki Suzuki, Takashi Fukuda, Brian Kingsbury, Gakuto Kurata arXiv_CL arXiv_CL  Recognition  RNN  Speech  Speech_Recognition  PDF
• 2022-03-28 CMGAN: Conformer-based Metric GAN for Speech Enhancement    Ruizhe Cao, Sherif Abdulatif, Bin Yang arXiv_AI arXiv_AI  Transformer  Enhancement  Recognition  Adversarial  Speech  Pose  Quantitative  GAN  Speech_Recognition  PDF
• 2022-03-28 Finnish Parliament ASR corpus - Analysis, benchmarks and statistics    Anja Virkkunen, Aku Rouhe, Nhan Phan, Mikko Kurimo arXiv_CL arXiv_CL  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2022-03-28 Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition    Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng arXiv_SD arXiv_SD  Embedding  Enhancement  Recognition  Speech  Pose  Face  Speech_Recognition  PDF
• 2022-03-28 On-the-fly Feature Based Speaker Adaptation for Dysarthric and Elderly Speech Recognition    Mengzhe Geng, Xurong Xie, Rongfeng Su, Jianwei Yu, Zi Ye, Xunying Liu, Helen Meng arXiv_AI arXiv_AI  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-27 A Dataset for Speech Emotion Recognition in Greek Theatrical Plays    Maria Moutti, Sofia Eleftheriou, Panagiotis Koromilas, Theodoros Giannakopoulos arXiv_CL arXiv_CL  Recognition  Speech  Pose  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2022-03-27 Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition    Guan-Ting Lin, Shang-Wen Li, Hung-yi Lee arXiv_CL arXiv_CL  Unsupervised  Recognition  Knowledge  Speech  Pose  Deep_Learning  Speech_Recognition  Inference  Prediction  PDF
• 2022-03-26 Towards Privacy-Preserving Speech Representation for Client-Side Data Sharing    Minh Tran, Mohammad Soleymani arXiv_SD arXiv_SD  Transformer  Recognition  Salient  Speech  Pose  Emotion  Classification  Speech_Recognition  PDF
• 2022-03-25 Speech-enhanced and Noise-aware Networks for Robust Speech Recognition    Hung-Shin Lee, Pin-Yuan Chen, Yu Tsao, Hsin-Min Wang arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Pose  Speech_Recognition  CNN  Language_Model  PDF
• 2022-03-25 Chain-based Discriminative Autoencoders for Speech Recognition    Hung-Shin Lee, Pin-Tuan Huang, Yao-Fei Cheng, Hsin-Min Wang arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-25 Impact of Dataset on Acoustic Models for Automatic Speech Recognition    Siddhesh Singh arXiv_CL arXiv_CL  Recognition  Speech  Deep_Learning  GAN  Speech_Recognition  PDF
• 2022-03-24 Complex Frequency Domain Linear Prediction: A Tool to Compute Modulation Spectrum of Speech    Samik Sadhu, Hynek Hermansky arXiv_SD arXiv_SD  Recognition  Bert  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-03-24 Computing Optimal Location of Microphone for Improved Speech Recognition    Karan Nathwani, Bhavya Dixit, Sunil Kumar Kopparapu arXiv_SD arXiv_SD  Recognition  3D  Speech  Pose  Speech_Recognition  PDF
• 2022-03-24 Lahjoita puhetta -- a large-scale corpus of spoken Finnish with some benchmarks    Anssi Moisio, Dejan Porjazovski, Aku Rouhe, Yaroslav Getman, Anja Virkkunen, Tamás Grósz, Krister Lindén, Mikko Kurimo arXiv_CL arXiv_CL  Recognition  Speech  Detection  Speech_Recognition  PDF
• 2022-03-24 Automatic Speech recognition for Speech Assessment of Preschool Children    Amirhossein Abaskohi, Fatemeh Mortazavi, Hadi Moradi arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-03-24 Disentangleing Content and Fine-grained Prosody Information via Hybrid ASR Bottleneck Features for Voice Conversion    Xintao Zhao, Feng Liu, Changhe Song, Zhiyong Wu, Shiyin Kang, Deyi Tuo, Helen Meng arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  GAN  Speech_Recognition  PDF
• 2022-03-22 Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis    Zexun Wang, Yuquan Le, Yi Zhu, Yuming Zhao, Mingchao Feng, Meng Chen, Xiaodong He arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Action  Attention  Speech_Recognition  PDF
• 2022-03-22 Modeling speech recognition and synthesis simultaneously: Encoding and decoding lexical and sublexical semantic information into speech with no direct access to speech data    Gašper Beguš, Alan Zhou arXiv_CL arXiv_CL  Unsupervised  Recognition  Knowledge  Speech  Pose  Relation  GAN  Speech_Recognition  CNN  Language_Model  PDF
• 2022-03-22 Pseudo Label Is Better Than Human Label    Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-03-21 Enhancing Speech Recognition Decoding via Layer Aggregation    Tomer Wullach, Shlomo E. Chazan arXiv_CL arXiv_CL  Recognition  Bert  Speech  Pose  Speech_Recognition  Inference  Language_Model  Prediction  PDF
• 2022-03-21 XTREME-S: Evaluating Cross-lingual Speech Representations    Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan Van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Sebastian Ruder, Jason Riesa, Melvin Johnson arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  SLAM  Classification  Speech_Recognition  PDF
• 2022-03-19 Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition    Shujie Hu, Shansong Liu, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shoukang Hu, Mingyu Cui, Xunying Liu, Helen Meng arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2022-03-19 Similarity and Content-based Phonetic Self Attention for Speech Recognition    Kyuhong Shim, Wonyong Sung arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Pose  Action  Classification  Relation  Attention  Speech_Recognition  PDF
• 2022-03-18 Neural Predictor for Black-Box Adversarial Attacks on Speech Recognition    Marie Biolková, Bac Nguyen arXiv_AI arXiv_AI  Recognition  Optimization  Adversarial  Speech  Speech_Recognition  PDF
• 2022-03-18 Towards Representative Subset Selection for Self-Supervised Speech Recognition    Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-03-18 A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing    He Bai, Renjie Zheng, Junkun Chen, Xintong Li, Mingbo Ma, Liang Huang arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-03-17 Robust and Complex Approach of Pathological Speech Signal Analysis    Jiri Mekyska, Eva Janousova, Pedro Gomez-Vilda, Zdenek Smekal, Irena Rektorova, Ilona Eliasova, Milena Kostalova, Martina Mrackova, Jesus B. Alonso-Hernandez, Marcos Faundez-Zanuy, Karmele López-de-Ipiña arXiv_SD arXiv_SD  Recognition  Speech  Classification  Speech_Recognition  PDF
• 2022-03-17 Prediction of speech intelligibility with DNN-based performance measures    Angel Mario Castro Martinez, Constantin Spille, Jana Roßbach, Birger Kollmeier, Bernd T. Meyer arXiv_AI arXiv_AI  Recognition  Optimization  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-03-16 Whither the Priors for Interactivity?    Roger K. Moore arXiv_CL arXiv_CL  Recognition  Speech  Face  Action  Deep_Learning  Speech_Recognition  Activity  PDF
• 2022-03-15 Privacy-Preserving Speech Representation Learning using Vector Quantization    Pierre Champion (MULTISPEECH), Denis Jouvet (MULTISPEECH), Anthony Larcher (LIUM) arXiv_CL arXiv_CL  Quantization  Recognition  Represenation_Learning  Speech  Pose  Speech_Recognition  PDF
• 2022-03-14 RED-ACE: Robust Error Detection for ASR using Confidence Embeddings    Zorik Gekhman, Dina Zverinski, Jonathan Mallinson, Genady Beryozkin arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2022-03-14 Interpretable Dysarthric Speaker Adaptation based on Optimal-Transport    Rosanna Turrisi, Leonardo Badino arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Pose  Detection  Speech_Recognition  PDF
• 2022-03-14 Modelling word learning and recognition using visually grounded speech    Danny Merkx, Sebastiaan Scholten, Stefan L. Frank, Mirjam Ernestus, Odette Scharenborg arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Knowledge  Speech  Speech_Recognition  PDF
• 2022-03-11 Transformer-based Streaming ASR with Cumulative Attention    Mohan Li, Shucong Zhang, Catalin Zorila, Rama Doddipatla arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Attention  Speech_Recognition  Inference  PDF
• 2022-03-10 Attacks as Defenses: Designing Robust Audio CAPTCHAs Using Attacks on Automatic Speech Recognition Systems    Hadi Abdullah, Aditya Karlekar, Saurabh Prasad, Muhammad Sajidur Rahman, Logan Blue, Luke A. Bauer, Vincent Bindschaedler, Patrick Traynor arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-09 Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition    W. Ronny Huang, Cal Peyser, Tara N. Sainath, Ruoming Pang, Trevor Strohman, Shankar Kumar arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-03-09 DUAL: Textless Spoken Question Answering with Speech Discrete Unit Adaptive Learning    Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-wen Yang, Hsuan-Jui Chen, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-shan Lee arXiv_CL arXiv_CL  Recognition  Speech  Pose  Attention  Speech_Recognition  QA  PDF
• 2022-03-09 A practical framework for multi-domain speech recognition and an instance sampling method to neural language modeling    Yike Zhang, Xiaobing Feng, Yi Liu, Songjun Cao, Long Ma arXiv_SD arXiv_SD  Recognition  Text_Classification  Speech  Pose  Classification  Speech_Recognition  Language_Model  PDF
• 2022-03-09 Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks    Yizhou Lu, Mingkun Huang, Xinghua Qu, Pengfei Wei, Zejun Ma arXiv_SD arXiv_SD  Unsupervised  Recognition  Sparse  Represenation_Learning  Speech  Pose  Speech_Recognition  PDF
• 2022-03-07 Creating Speech-to-Speech Corpus from Dubbed Series    Massa Baali, Wassim El-Hajj, Ahmed Ali arXiv_CL arXiv_CL  Unsupervised  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-03-07 Building large multilingual conversational corpora for diversity-aware language science and technology    Andreas Liesenfeld, Mark Dingemanse arXiv_CL arXiv_CL  Recognition  Speech  Action  Speech_Recognition  PDF
• 2022-03-05 aaeCAPTCHA: The Design and Implementation of Audio Adversarial CAPTCHA    Md Imran Hossen, Xiali Hei arXiv_SD arXiv_SD  Recognition  Knowledge  Adversarial  Speech  Speech_Recognition  PDF
• 2022-03-02 Towards Contextual Spelling Correction for Customization of End-to-end Speech Recognition Systems    Xiaoqiang Wang, Yanqing Liu, Jinyu Li, Veljko Miljanic, Sheng Zhao, Hosam Khalil arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-03-01 A Conformer Based Acoustic Model for Robust Automatic Speech Recognition    Yufeng Yang, Peidong Wang, DeLiang Wang arXiv_AI arXiv_AI  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-03-01 Measuring the Impact of Individual Domain Factors in Self-Supervised Pre-Training    Ramon Sanabria, Wei-Ning Hsu, Alexei Baevski, Michael Auli arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-03-01 Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors    Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Detection  Sentiment  Attention  Speech_Recognition  PDF
• 2022-03-01 Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR    Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux arXiv_CL arXiv_CL  Recognition  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-02-27 ICASSP 2022 Acoustic Echo Cancellation Challenge    Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sørensen, Robert Aichner arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Speech_Recognition  PDF
• 2022-02-26 Integrating Text Inputs For Training and Adapting RNN Transducer ASR Models    Samuel Thomas, Brian Kingsbury, George Saon, Hong-Kwang J. Kuo arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Speech_Recognition  PDF
• 2022-02-26 Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained Models    Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, N. Tomashenko arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-02-26 Visual Speech Recognition for Multiple Languages in the Wild    Pingchuan Ma, Stavros Petridis, Maja Pantic arXiv_CV arXiv_CV  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  Prediction  PDF
• 2022-02-25 Language technology practitioners as language managers: arbitrating data bias and predictive bias in ASR    Nina Markl, Stephen Joseph McNulty arXiv_AI arXiv_AI  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-02-25 A Survey of Multilingual Models for Automatic Speech Recognition    Hemant Yadav, Sunayana Sitaram arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Survey  Speech_Recognition  Recommendation  PDF
• 2022-02-24 Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition    Yunzheng Zhu, Ruchao Fan, Abeer Alwan arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-02-24 Ask2Mask: Guided Data Selection for Masked Speech Modeling    Murali Karthick Baskar, Andrew Rosenberg, Bhuvana Ramabhadran, Yu Zhang, Pedro Moreno arXiv_CL arXiv_CL  Unsupervised  Recognition  Bert  Speech  Pose  Speech_Recognition  Matching  PDF
• 2022-02-24 Leveraging Uni-Modal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition    Xichen Pan, Peiyu Chen, Yichen Gong, Helong Zhou, Xinbing Wang, Zhouhan Lin arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  Language_Model  PDF
• 2022-02-23 Differentially Private Speaker Anonymization    Ali Shahin Shamsabadi, Brij Mohan Lal Srivastava, Aurélien Bellet, Nathalie Vauquier, Emmanuel Vincent, Mohamed Maouche, Marc Tommasi, Nicolas Papernot arXiv_SD arXiv_SD  Embedding  Recognition  Knowledge  Speech  Speech_Recognition  Inference  PDF
• 2022-02-22 FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing    Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz, Prashant Shenoy, Jeremy Gummeson arXiv_SD arXiv_SD  Recognition  Speech  Pose  Detection  Attention  Speech_Recognition  PDF
• 2022-02-22 Improving CTC-based speech recognition via knowledge transferring from pre-trained language models    Keqi Deng, Songjun Cao, Yike Zhang, Long Ma, Gaofeng Cheng, Ji Xu, Pengyuan Zhang arXiv_CL arXiv_CL  Recognition  Bert  Represenation_Learning  Knowledge  Speech  Pose  Classification  Attention  Speech_Recognition  Language_Model  PDF
• 2022-02-22 Korean Tokenization for Beam Search Rescoring in Speech Recognition    Kyuhong Shim, Hyewon Bae, Wonyong Sung arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-02-22 Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey    Ngoc Dung Huynh, Mohamed Reda Bouadjenek, Imran Razzak, Kevin Lee, Chetan Arora, Ali Hassani, Arkady Zaslavsky arXiv_SD arXiv_SD  Recognition  Review  Adversarial  Speech  Face  Survey  Action  Speech_Recognition  Recommendation  PDF
• 2022-02-22 VADOI:Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition    Jinhan Wang, Xiaosu Tong, Jinxi Guo, Di He, Roland Maas arXiv_SD arXiv_SD  Recognition  Speech  Pose  Detection  Speech_Recognition  Activity  Inference  PDF
• 2022-02-21 Spanish and English Phoneme Recognition by Training on Simulated Classroom Audio Recordings of Collaborative Learning Environments    Mario Esparza arXiv_SD arXiv_SD  Recognition  3D  Speech  Pose  Speech_Recognition  PDF
• 2022-02-21 Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition    Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng arXiv_AI arXiv_AI  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-02-21 r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled noise introducing and Contextual information incorporation    Chendong Zhao, Jianzong Wang, Xiaoyang Qu, Haoqian Wang, Jing Xiao arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-02-21 The PCG-AIID System for L3DAS22 Challenge: MIMO and MISO convolutional recurrent Network for Multi Channel Speech Enhancement and Speech Recognition    Jingdong Li, Yuanyuan Zhu, Dawei Luo, Yun Liu, Guohui Cui, Zhaoxia Li arXiv_SD arXiv_SD  Enhancement  Recognition  3D  Speech  Pose  Denoising  Speech_Recognition  CNN  PDF
• 2022-02-19 Punctuation Restoration    Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen arXiv_CV arXiv_CV  Recognition  Restoration  Knowledge  Speech  Speech_Recognition  PDF
• 2022-02-18 Domain Adaptation of low-resource Target-Domain models using well-trained ASR Conformer Models    Vrunda N. Sukhadia, S. Umesh arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-02-18 End-to-end contextual asr based on posterior distribution adaptation for hybrid ctc/attention system    Zhengyi Zhang, Pan Zhou arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Pose  Attention  Speech_Recognition  Inference  PDF
• 2022-02-17 Curriculum optimization for low-resource speech recognition    Anastasia Kuznetsova, Anurag Kumar, Jennifer Drexler Fox, Francis Tyers arXiv_SD arXiv_SD  Recognition  Optimization  Knowledge  Speech  Pose  Speech_Recognition  PDF
• 2022-02-17 'Beach' to 'Bitch': Inadvertent Unsafe Transcription of Kids' Content on YouTube    Krithika Ramesh, Ashiqur R. KhudaBukhsh, Sumeet Kumar arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-02-17 AISHELL-NER: Named Entity Recognition from Chinese Speech    Boli Chen, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Meishan Zhang, Fei Huang arXiv_AI arXiv_AI  Recognition  Speech  Speech_Recognition  PDF
• 2022-02-17 Mitigating Closed-model Adversarial Examples with Bayesian Neural Modeling for Enhanced End-to-End Speech Recognition    Chao-Han Huck Yang, Zeeshan Ahmed, Yile Gu, Joseph Szurley, Roger Ren, Linda Liu, Andreas Stolcke, Ivan Bulyko arXiv_AI arXiv_AI  Enhancement  Recognition  Optimization  RNN  Adversarial  Speech  Pose  Detection  Object_Detection  Speech_Recognition  PDF
• 2022-02-17 MLP-ASR: Sequence-length agnostic all-MLP architectures for speech recognition    Jin Sakuma, Tatsuya Komatsu, Robin Scheibler arXiv_SD arXiv_SD  Recognition  Speech  Pose  Classification  Attention  Speech_Recognition  Image_Classification  PDF
• 2022-02-16 ADIMA: Abuse Detection In Multilingual Audio    Vikram Gupta, Rini Sharon, Ramit Sawhney, Debdoot Mukherjee arXiv_CL arXiv_CL  Recognition  OCR  Zero-Shot  Speech  Pose  Quantitative  Detection  Speech_Recognition  PDF
• 2022-02-16 Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers    Yotaro Kubo, Shigeki Karita, Michiel Bacchiani arXiv_CL arXiv_CL  Embedding  Recognition  Knowledge  Speech  Pose  Attention  Speech_Recognition  Language_Model  Prediction  PDF
• 2022-02-16 Conversational Speech Recognition By Learning Conversation-level Characteristics    Kun Wei, Yike Zhang, Sining Sun, Lei Xie, Long Ma arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-02-15 Learning Contextually Fused Audio-visual Representations for Audio-visual Speech Recognition    Zi-Qiang Zhang, Jie Zhang, Jian-Shu Zhang, Ming-Hui Wu, Xin Fang, Li-Rong Dai arXiv_SD arXiv_SD  Transformer  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-02-15 Multi-style Training for South African Call Centre Audio    Walter Heymans, Marelie H. Davel, Charl van Heerden arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-02-14 Vau da muntanialas: Energy-efficient multi-die scalable acceleration of RNN inference    Gianna Paulin, Francesco Conti, Lukas Cavigelli, Luca Benini arXiv_AI arXiv_AI  Quantization  Recognition  RNN  Knowledge  Speech  Speech_Recognition  Inference  PDF
• 2022-02-13 Multimodal Depression Classification Using Articulatory Coordination Features And Hierarchical Attention Based Text Embeddings    Nadee Seneviratne, Carol Espy-Wilson arXiv_CL arXiv_CL  Embedding  Recognition  Speech  Classification  Attention  Speech_Recognition  CNN  Prediction  PDF
• 2022-02-12 USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder    Bolaji Yusuf, Ankur Gandhe, Alex Sokolov arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  Language_Model  PDF
• 2022-02-12 Wav2Vec2.0 on the Edge: Performance Evaluation    Santosh Gondi arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2022-02-11 FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation    Yuantian Miao, Chao Chen, Lei Pan, Jun Zhang, Yang Xiang arXiv_SD arXiv_SD  Recognition  Optimization  Adversarial  Speech  Pose  Speech_Recognition  PDF
• 2022-02-10 Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding    Peter Sullivan, Toshiko Shibano, Muhammad Abdul-Mageed arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Knowledge  Speech  Speech_Recognition  Language_Model  PDF
• 2022-02-10 ASRPU: A Programmable Accelerator for Low-Power Automatic Speech Recognition    Dennis Pinto, Jose-María Arnau, Antonio González arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-02-09 The volcspeech system for the icassp 2022 multi-channel multi-party meeting transcription challenge    Chen Shen, Yi Liu, Wenzhi Fan, Bin Wang, Shixue Wen, Yao Tian, Jun Zhang, Jingsheng Yang, Zejun Ma arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Detection  Attention  Speech_Recognition  Language_Model  PDF
• 2022-02-08 Enhancing ASR for Stuttered Speech with Limited Data Using Detect and Pass    Olabanji Shonibare, Xiaosu Tong, Venkatesh Ravichandran arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-02-08 A two-step approach to leverage contextual data: speech recognition in air-traffic communications    Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlicek arXiv_CL arXiv_CL  Surveillance  Recognition  Speech  Speech_Recognition  Prediction  PDF
• 2022-02-08 Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge    Fan Yu, Shiliang Zhang, Pengcheng Guo, Yihui Fu, Zhihao Du, Siqi Zheng, Weilong Huang, Lei Xie, Zheng-Hua Tan, DeLiang Wang, Yanmin Qian, Kong Aik Lee, Zhijie Yan, Bin Ma, Xin Xu, Hui Bu arXiv_SD arXiv_SD  Recognition  Speech  Speech_Recognition  PDF
• 2022-02-07 Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition    Bethan Thomas, Samuel Kessler, Salah Karout arXiv_SD arXiv_SD  Transformer  Recognition  Bert  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-02-07 T-NGA: Temporal Network Grafting Algorithm for Learning to Process Spiking Audio Sensor Events    Shu Wang, Yuhuang Hu, Shih-Chii Liu arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-02-04 Polyphonic pitch detection with convolutional recurrent neural networks    Carl Thomé, Sven Ahlbäck arXiv_SD arXiv_SD  Recognition  RNN  Speech  Deep_Learning  Detection  Speech_Recognition  CNN  Language_Model  PDF
• 2022-02-04 The CUHK-TENCENT speaker diarization system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge    Naijun Zheng, Na Li, Xixin Wu, Lingwei Meng, Jiawen Kang, Haibin Wu, Chao Weng, Dan Su, Helen Meng arXiv_SD arXiv_SD  Recognition  Speech  Pose  Detection  Speech_Recognition  Activity  PDF
• 2022-02-03 Self-supervised Learning with Random-projection Quantizer for Speech Recognition    Chung-Cheng Chiu, James Qin, Yu Zhang, Jiahui Yu, Yonghui Wu arXiv_SD arXiv_SD  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-02-03 Improving Lyrics Alignment through Joint Pitch Detection    Jiawen Huang, Emmanouil Benetos, Sebastian Ewert arXiv_SD arXiv_SD  Recognition  Speech  Pose  Boundary_Detection  Detection  Relation  Speech_Recognition  PDF
• 2022-02-03 The RoyalFlush System of Speech Recognition for M2MeT Challenge    Shuaishuai Ye, Peiyao Wang, Shunfei Chen, Xinhui Hu, Xinkang Xu arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2022-02-03 Joint Speech Recognition and Audio Captioning    Chaitanya Narisetty, Emiru Tsunoo, Xuankai Chang, Yosuke Kashiwagi, Michael Hentschel, Shinji Watanabe arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Speech_Recognition  Caption  PDF
• 2022-02-02 ASR-Aware End-to-end Neural Diarization    Aparna Khare, Eunjung Han, Yuguang Yang, Andreas Stolcke arXiv_SD arXiv_SD  Recognition  Bert  Speech  Pose  Classification  Detection  Attention  Speech_Recognition  PDF
• 2022-02-02 Error Correction in ASR using Sequence-to-Sequence Models    Samrat Dutta, Shreyansh Jain, Ayush Maheshwari, Ganesh Ramakrishnan, Preethi Jyothi arXiv_CL arXiv_CL  Recognition  Speech  Pose  Denoising  Speech_Recognition  PDF
• 2022-02-02 RescoreBERT: Discriminative Speech Recognition Rescoring with BERT    Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko arXiv_SD arXiv_SD  Recognition  Bert  RNN  Knowledge  Speech  Pose  Action  Speech_Recognition  Language_Model  PDF
• 2022-02-02 Streaming Multi-Talker ASR with Token-Level Serialized Output Training    Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-02-01 BEA-Base: A Benchmark for ASR of Spontaneous Hungarian    P. Mihajlik, A. Balog, T. E. Gráczi, A. Kohári, B. Tarján, K. Mády arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Self-Supervised  Speech_Recognition  Language_Model  PDF
• 2022-02-01 Visualizing Automatic Speech Recognition -- Means for a Better Understanding?    Karla Markert, Romain Parracone, Mykhailo Kulakov, Philip Sperl, Ching-Yu Kao, Konstantin Böttinger arXiv_AI arXiv_AI  Recognition  Salient  Adversarial  Speech  Detection  Speech_Recognition  PDF
• 2022-02-01 Language Dependencies in Adversarial Attacks on Speech Recognition Systems    Karla Markert, Donika Mirdita, Konstantin Böttinger arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  Speech_Recognition  Language_Model  PDF
• 2022-01-31 NAS-Bench-Suite: NAS Evaluation is Surprisingly Easy    Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter arXiv_AI arXiv_AI  NAS  Recognition  Speech  Face  Classification  Detection  Object_Detection  Speech_Recognition  Image_Classification  Prediction  PDF
• 2022-01-30 Improving End-to-End Contextual Speech Recognition with Fine-grained Contextual Knowledge Selection    Minglun Han, Linhao Dong, Zhenlin Liang, Meng Cai, Shiyu Zhou, Zejun Ma, Bo Xu arXiv_AI arXiv_AI  Recognition  Knowledge  Speech  Pose  Attention  Speech_Recognition  Inference  Prediction  PDF
• 2022-01-28 Star Temporal Classification: Sequence Classification with Partially Labeled Data    Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert arXiv_SD arXiv_SD  Handwriting  Recognition  Speech  Classification  Speech_Recognition  PDF
• 2022-01-28 Reducing language context confusion for end-to-end code-switching automatic speech recognition    Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Jianhua Tao, Yu Ting Yeung, Liqun Deng arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Attention  Speech_Recognition  PDF
• 2022-01-28 Improving End-to-End Models for Set Prediction in Spoken Language Understanding    Hong-Kwang J. Kuo, Zoltan Tuske, Samuel Thomas, Brian Kingsbury, George Saon arXiv_CL arXiv_CL  Recognition  RNN  Speech  Pose  Attention  Speech_Recognition  Prediction  PDF
• 2022-01-28 Neural-FST Class Language Model for End-to-End Speech Recognition    Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer arXiv_CL arXiv_CL  Recognition  Speech  Pose  Speech_Recognition  Language_Model  PDF
• 2022-01-27 Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition    Ayoub Ghriss, Bo Yang, Viktor Rozgic, Elizabeth Shriberg, Chao Wang arXiv_CL arXiv_CL  Recognition  Sentiment_Classification  Speech  Pose  Emotion  Classification  Relation  Sentiment  Speech_Recognition  Prediction  PDF
• 2022-01-27 Synthesizing Dysarthric Speech Using Multi-talker TTS for Dysarthric Speech Recognition    Mohammad Soleymanpour, Michael T. Johnson, Rahim Soleymanpour, Jeffrey Berry arXiv_CL arXiv_CL  Recognition  Speech  Speech_Recognition  PDF
• 2022-01-26 Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition    Piotr Żelasko, Siyuan Feng, Laureano Moro Velazquez, Ali Abavisani, Saurabhchand Bhati, Odette Scharenborg, Mark Hasegawa-Johnson, Najim Dehak arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Knowledge  Speech  Speech_Recognition  PDF
• 2022-01-26 The Norwegian Parliamentary Speech Corpus    Per Erik Solberg, Pablo Ortiz arXiv_SD arXiv_SD  Recognition  OCR  Speech  Speech_Recognition  PDF
• 2022-01-26 Dual-Decoder Transformer For end-to-end Mandarin Chinese Speech Recognition with Pinyin and Character    Zhao Yang, Wei Xi, Rui Wang, Rui Jiang, Jizhong Zhao arXiv_SD arXiv_SD  Transformer  Recognition  Speech  Pose  Action  Speech_Recognition  Language_Model  PDF
• 2022-01-26 Internal language model estimation through explicit context vector learning for attention-based encoder-decoder ASR    Yufei Liu, Rao Ma, Haihua Xu, Yi He, Zejun Ma, Weibin Zhang arXiv_AI arXiv_AI  Recognition  Speech  Pose  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2022-01-25 Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition    Dmitriy Serdyuk, Otavio Braga, Olivier Siohan arXiv_CV arXiv_CV  Transformer  Recognition  3D  Speech  Pose  Classification  Speech_Recognition  CNN  Image_Classification  PDF
• 2022-01-25 Improving the fusion of acoustic and text representations in RNN-T    Chao Zhang, Bo Li, Zhiyun Lu, Tara N. Sainath, Shuo-yiin Chang arXiv_AI arXiv_AI  Recognition  RNN  Speech  Pose  Speech_Recognition  Prediction  PDF
• 2022-01-25 Run-and-back stitch search: novel block synchronous decoding for streaming encoder-decoder ASR    Emiru Tsunoo, Chaitanya Narisetty, Michael Hentschel, Yosuke Kashiwagi, Shinji Watanabe arXiv_SD arXiv_SD  Recognition  Speech  Pose  Attention  Speech_Recognition  Inference  Prediction  PDF
• 2022-01-25 Improving non-autoregressive end-to-end speech recognition with pre-trained acoustic and language models    Keqi Deng, Zehui Yang, Shinji Watanabe, Yosuke Higuchi, Gaofeng Cheng, Pengyuan Zhang arXiv_SD arXiv_SD  Transformer  Recognition  Bert  Speech  Pose  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2022-01-24 Endpoint Detection for Streaming End-to-End Multi-talker ASR    Liang Lu, Jinyu Li, Yifan Gong arXiv_SD arXiv_SD  Recognition  RNN  Speech  Pose  Detection  Speech_Recognition  PDF
• 2022-01-24 PickNet: Real-Time Channel Selection for Ad Hoc Microphone Arrays    Takuya Yoshioka, Xiaofei Wang, Dongmei Wang arXiv_CL arXiv_CL  Recognition  Speech&nb