Speech_Recognition

2021-05-15 Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni arXiv_AI arXiv_AI Recognition Optimization RNN Speech Pose Speech_Recognition Medical PDF
2021-05-14 Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo arXiv_CL arXiv_CL Embedding Recognition RNN Speech Pose Speech_Recognition Inference PDF
2021-05-14 Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir arXiv_SD arXiv_SD Transformer Recognition Speech Pose Detection Speech_Recognition Inference PDF
2021-05-13 Exploring CTC Based End-to-End Techniques for Myanmar Speech Recognition Khin Me Me Chit, Laet Laet Lin arXiv_AI arXiv_AI Recognition RNN Speech Classification Speech_Recognition CNN PDF
2021-05-12 Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition Bhargav Pulugundla, Yang Gao, Brian King, Gokce Keskin, Harish Mallidi, Minhua Wu, Jasha Droppo, Roland Maas arXiv_SD arXiv_SD Recognition Speech Pose Relation Attention Speech_Recognition CNN PDF
2021-05-12 Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders Chen Xu, Bojie Hu, Yanyang Li, Yuhao Zhang, shen huang, Qi Ju, Tong Xiao, Jingbo Zhu arXiv_CL arXiv_CL Recognition Knowledge Speech Pose Speech_Recognition PDF
2021-05-12 StutterNet: Stuttering Detection Using Time Delay Neural Network Shakeel A. Sheikh, Md Sahidullah, Fabrice Hirsch, Slim Ouni arXiv_SD arXiv_SD Recognition Speech Pose Deep_Learning Detection Speech_Recognition Language_Model PDF
2021-05-11 Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee arXiv_CL arXiv_CL Transformer Recognition Speech Quantitative Classification Speech_Recognition PDF
2021-05-10 What shall we do with an hour of data? Speech recognition for the un- and under-served languages of Common Voice Francis M. Tyers, Josh Meyer arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-05-10 Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech Pengwei Wang, Xin Ye, Xiaohuan Zhou, Jinghui Xie, Hao Wang arXiv_AI arXiv_AI Recognition Knowledge Speech Pose Detection Object_Detection Speech_Recognition Language_Model Matching PDF
2021-05-10 Voice activity detection in the wild: A data-driven approach using teacher-student training Heinrich Dinkel, Shuai Wang, Xuenan Xu, Mengyue Wu, Kai Yu arXiv_SD arXiv_SD Unsupervised Recognition Speech Pose Detection Speech_Recognition Activity PDF
2021-05-09 English Accent Accuracy Analysis in a State-of-the-Art Automatic Speech Recognition System Guillermo Cámbara, Alex Peiró-Lilja, Mireia Farrús, Jordi Luque arXiv_CL arXiv_CL Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2021-05-09 FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition Yichong Leng, Xu Tan, Linchen Zhu, Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiang-Yang Li, Ed Lin, Tie-Yan Liu arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Inference PDF
2021-05-08 Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework Yizhou Peng, Jicheng Zhang, Haobo Zhang, Haihua Xu, Hao Huang, Eng Siong Chng arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Speech_Recognition PDF
2021-05-08 Latency-Controlled Neural Architecture Search for Streaming Speech Recognition Liqiang He, Shulin Feng, Dan Su, Dong Yu arXiv_SD arXiv_SD NAS Recognition Speech Pose Attention Speech_Recognition PDF
2021-05-07 SpeechMoE: Scaling to Large Acoustic Models with Dynamic Routing Mixture of Experts Zhao You, Shulin Feng, Dan Su, Dong Yu arXiv_CL arXiv_CL Transformer Embedding Recognition Speech Pose Speech_Recognition Inference PDF
2021-05-07 Efficient Weight factorization for Multilingual Speech Recognition Ngoc-Quan Pham, Tuan-Nam Nguyen, Sebastian Stueker, Alexander Waibel arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose Speech_Recognition PDF
2021-05-05 Accent Recognition with Hybrid Phonetic Features Zhan Zhang, Xi Chen, Yuehai Wang, Jianyi Yang arXiv_SD arXiv_SD Embedding Recognition Knowledge Speech Pose Classification Relation Attention Speech_Recognition PDF
2021-05-04 Performance Evaluation of Deep Convolutional Maxout Neural Network in Speech Recognition Arash Dehghani, Seyyed Ali Seyyedsalehi arXiv_SD arXiv_SD Recognition Speech Pose Face Speech_Recognition CNN PDF
2021-05-04 Streaming end-to-end speech recognition with jointly trained neural feature enhancement Chanwoo Kim, Abhinav Garg, Dhananjaya Gowda, Seongkyu Mun, Changwoo Han arXiv_SD arXiv_SD Enhancement Recognition Speech Pose Attention Speech_Recognition PDF
2021-05-03 Quantifying and Maximizing the Benefits of Back-End Noise Adaption on Attention-Based Speech Recognition Models Coleman Hooper, Thierry Tambe, Gu-Yeon Wei arXiv_SD arXiv_SD Recognition RNN Speech Attention Speech_Recognition PDF
2021-05-03 On the limit of English conversational speech recognition Zoltán Tüske, George Saon, Brian Kingsbury arXiv_CL arXiv_CL Embedding Recognition RNN Speech Pose Attention Speech_Recognition Language_Model PDF
2021-05-03 Hybrid Intelligence Dominik Dellermann, Philipp Ebel, Matthias Soellner, Jan Marco Leimeister arXiv_AI arXiv_AI Recognition Speech GAN Speech_Recognition PDF
2021-05-02 Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia, Brian Yan, Vikas Raunak, Florian Metze, Shinji Watanabe arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-04-30 Deformable TDNN with adaptive receptive fields for speech recognition Keyu An, Yi Zhang, Zhijian Ou arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-04-29 Using Transformers to Provide Teachers with Personalized Feedback on their Classroom Discourse: The TalkMoves Application Abhijit Suresh, Jennifer Jacobs, Vivian Lai, Chenhao Tan, Wayne Ward, James H. Martin, Tamara Sumner arXiv_CL arXiv_CL Transformer Recognition Speech Face Speech_Recognition PDF
2021-04-29 End-to-End Speech Recognition from Federated Acoustic Models Yan Gao, Titouan Parcollet, Javier Fernandez-Marques, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane arXiv_SD arXiv_SD Recognition Speech Pose Attention Speech_Recognition PDF
2021-04-28 Personalized Keyphrase Detection using Speaker and Environment Information Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng (Arden) Huang, Arun Narayanan, Ian McGraw arXiv_SD arXiv_SD Recognition Speech Pose Detection Speech_Recognition PDF
2021-04-27 On Addressing Practical Challenges for RNN-Transduce Rui Zhao, Jian Xue, Jinyu Li, Wenning Wei, Lei He, Yifan Gong arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Prediction PDF
2021-04-27 Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users Moussa Doumbouya, Lisa Einstein, Chris Piech arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Speech Face Speech_Recognition PDF
2021-04-26 Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction David Qiu, Yanzhang He, Qiujia Li, Yu Zhang, Liangliang Cao, Ian McGraw arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Prediction PDF
2021-04-25 Bridging the gap between streaming and non-streaming ASR systems bydistilling ensembles of CTC and RNN-T models Thibault Doutre, Wei Han, Chung-Cheng Chiu, Ruoming Pang, Olivier Siohan, Liangliang Cao arXiv_CL arXiv_CL Unsupervised Recognition RNN Speech Pose Speech_Recognition Prediction PDF
2021-04-25 Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST Khalid Youssef, Greg Schuette, Yubin Cai, Daisong Zhang, Yikun Huang, Yahya Rahmat-Samii, Louis-S. Bouchard arXiv_AI arXiv_AI Recognition RNN Regularization Speech Face Classification Deep_Learning Speech_Recognition CNN PDF
2021-04-25 Quantization of Deep Neural Networks for Accurate EdgeComputing Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu arXiv_CV arXiv_CV Segmentation Quantization Recognition RNN Regularization Speech Pose Classification Speech_Recognition Medical CNN PDF
2021-04-24 Language ID Prediction from Speech Using Self-Attentive Pooling and 1D-Convolutions Roman Bedyakin, Nikolay Mikhaylovskiy arXiv_CL arXiv_CL Recognition Speech Speech_Recognition CNN Prediction PDF
2021-04-23 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Solene Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Esteve, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Self-Supervised Pose Emotion Speech_Recognition PDF
2021-04-22 Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network Janne Pylkkönen (1), Antti Ukkonen (1 and 2), Juho Kilpikoski (1), Samu Tamminen (1), Hannes Heikinheimo (1) ((1) Speechly, (2) Department of Computer Science, University of Helsinki, Finland) arXiv_CL arXiv_CL Recognition RNN Regularization Speech Pose Speech_Recognition Language_Model Prediction PDF
2021-04-22 Protecting gender and identity with disentangled speech representations Dimitrios Stoidis, Andrea Cavallaro arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Classification Speech_Recognition PDF
2021-04-21 Disfluency Detection with Unlabeled Data and Small BERT Models Johann C. Rocholl, Vicky Zayats, Daniel D. Walker, Noah B. Murad, Aaron Schneider, Daniel J. Liebling arXiv_CL arXiv_CL Recognition Bert Speech Detection Speech_Recognition Inference PDF
2021-04-21 Scene-aware Far-field Automatic Speech Recognition Zhenyu Tang, Dinesh Manocha arXiv_SD arXiv_SD Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2021-04-21 Accented Speech Recognition: A Survey Arthur Hinsvark (1), Natalie Delworth (1), Miguel Del Rio (1), Quinten McNamara (1), Joshua Dong (1), Ryan Westerman (1), Michelle Huang (1), Joseph Palakapilly (1), Jennifer Drexler (1), Ilya Pirkin (1), Nishchal Bhandari (1), Miguel Jette (1) ((1) Rev.com) arXiv_CL arXiv_CL Recognition Speech Survey Speech_Recognition PDF
2021-04-21 On Sampling-Based Training Criteria for Neural Language Modeling Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2021-04-21 Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning Qian Chen, Wen Wang, Qinglin Zhang arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Pose Relation Speech_Recognition Language_Model PDF
2021-04-21 Discriminative Self-training for Punctuation Prediction Qian Chen, Wen Wang, Mengzhe Chen, Qinglin Zhang arXiv_CL arXiv_CL Recognition Bert Speech Pose Speech_Recognition Prediction PDF
2021-04-21 Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers Yusuke Kida, Tatsuya Komatsu, Masahito Togami arXiv_SD arXiv_SD Transformer Recognition Speech Pose Classification Attention Speech_Recognition Inference Prediction PDF
2021-04-20 On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era Shahin Amiriparian (1), Artem Sokolov (2,3), Ilhan Aslan (2), Lukas Christ (1), Maurice Gerczuk (1), Tobias Hübner (1), Dmitry Lamanov (2), Manuel Milling (1), Sandra Ottl (1), Ilya Poduremennykh (2), Evgeniy Shuranov (2,4), Björn W. Schuller (1,5) ((1) EIHW -- Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany, (2) Huawei Technologies, (3) HSE University, Nizhniy Novgorod, Russia, (4) ITMO University, Saint Petersburg, Russia) arXiv_CL arXiv_CL Recognition Speech Self-Supervised Emotion Action Classification Deep_Learning Speech_Recognition PDF
2021-04-19 Fusing information streams in end-to-end audio-visual speech recognition Wentao Yu, Steffen Zeiler, Dorothea Kolossa arXiv_SD arXiv_SD Transformer Recognition Speech Pose Attention Speech_Recognition PDF
2021-04-19 Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Speech_Recognition PDF
2021-04-19 Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Segmentation Recognition RNN Regularization Speech Pose Attention Speech_Recognition PDF
2021-04-18 Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition 'In the Wild' Mimansa Jaiswal, Emily Mower Provost arXiv_SD arXiv_SD Recognition Adversarial Speech Pose Emotion Speech_Recognition Recommendation PDF
2021-04-17 Multilingual and Cross-Lingual Intent Detection from Spoken Data Daniela Gerz, Pei-Hao Su, Razvan Kusztos, Avishek Mondal, Michał Lis, Eshan Singhal, Nikola Mrkšić, Tsung-Hsien Wen, Ivan Vulić arXiv_CL arXiv_CL Recognition Zero-Shot Speech Detection Few-Shot Object_Detection Speech_Recognition PDF
2021-04-17 MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu arXiv_AI arXiv_AI Recognition RNN Speech Pose Deep_Learning Relation Attention Speech_Recognition Inference PDF
2021-04-16 Efficient and Generic 1D Dilated Convolution Layer for Deep Learning Narendra Chaudhary, Sanchit Misra, Dhiraj Kalamkar, Alexander Heinecke, Evangelos Georganas, Barukh Ziv, Menachem Adelman, Bharat Kaul arXiv_AI arXiv_AI Recognition Speech Classification Deep_Learning Speech_Recognition CNN Image_Classification PDF
2021-04-15 A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It Trung Dang, Om Thakkar, Swaroop Ramaswamy, Rajiv Mathews, Peter Chin, Françoise Beaufays arXiv_CL arXiv_CL Reconstruction Gradient_Descent Recognition Optimization Speech Pose Speech_Recognition Matching PDF
2021-04-15 Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki arXiv_SD arXiv_SD Transformer Unsupervised Recognition Speech Pose Classification Speech_Recognition Matching PDF
2021-04-15 Conditional independence for pretext task selection in Self-supervised speech representation learning Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Self-Supervised Pose Relation Speech_Recognition PDF
2021-04-14 Efficient conformer-based speech recognition with linear attention Shengqiang Li, Menglong Xu, Xiao-Lei Zhang arXiv_SD arXiv_SD Recognition RNN Speech Pose Classification Attention Speech_Recognition Inference PDF
2021-04-13 EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition Murali Karthick Baskar, Lukáš Burget, Shinji Watanabe, Ramon Fernandez Astudillo, Jan "Honza'' Černocký arXiv_AI arXiv_AI Recognition Speech Self-Supervised Pose Attention Speech_Recognition Language_Model PDF
2021-04-13 Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation Hirofumi Inaguma, Tatsuya Kawahara, Shinji Watanabe arXiv_CL arXiv_CL Recognition Knowledge Speech Pose NMT Speech_Recognition PDF
2021-04-13 Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Di Wu, Yiren Chen, Liang Ding, Dacheng Tao arXiv_AI arXiv_AI Embedding Recognition Speech Pose Detection Denoising Speech_Recognition Inference PDF
2021-04-13 Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Recognition RNN Speech Attention Speech_Recognition PDF
2021-04-13 Experiments of ASR-based mispronunciation detection for children and adult English learners Nina Hosseini-Kivanani, Roberto Gretter, Marco Matassoni, Giuseppe Daniele Falavigna arXiv_CL arXiv_CL Recognition Speech Detection Speech_Recognition Language_Model PDF
2021-04-12 Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search Yukun Liu, Ta Li, Pengyuan Zhang, Yonghong Yan arXiv_SD arXiv_SD Transformer NAS Recognition Speech Pose Classification Speech_Recognition Image_Classification PDF
2021-04-12 Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Recognition Speech Classification Attention Speech_Recognition PDF
2021-04-11 NeMo Inverse Text Normalization: From Development To Production Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-04-11 Innovative Bert-based Reranking Language Models for Speech Recognition Shih-Hsuan Chiu, Berlin Chen arXiv_CL arXiv_CL Transformer Unsupervised Recognition Bert RNN Speech Pose Speech_Recognition Language_Model Prediction PDF
2021-04-10 Non-autoregressive Transformer-based End-to-end ASR using BERT Fu-Hao Yu, Kuan-Yu Chen arXiv_CL arXiv_CL Transformer Recognition Bert Speech Pose Attention Speech_Recognition Inference Language_Model PDF
2021-04-10 Boundary and Context Aware Training for CIF-based Non-Autoregressive End-to-end ASR Fan Yu, Haoneng Luo, Pengcheng Guo, Yuhao Liang, Zhuoyuan Yao, Lei Xie, Yingying Gao, Leijing Hou, Shilei Zhang arXiv_SD arXiv_SD Recognition Speech Pose Classification Speech_Recognition PDF
2021-04-09 Accented Speech Recognition Inspired by Human Perception Xiangyun Chu (1), Elizabeth Combs (1), Amber Wang (1), Michael Picheny (2) ((1) Center for Data Science, New York University, (2) Courant Computer Science and Center for Data Science, New York University) arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-04-09 Context-Aware Task Handling in Resource-Constrained Robots with Virtualization Ramyad Hadidi, Nima Shoghi Ghalehshahi, Bahar Asgari, Hyesoon Kim arXiv_RO arXiv_RO Recognition Speech Pose SLAM Detection Speech_Recognition PDF
2021-04-09 Lookup-Table Recurrent Language Models for Long Tail Speech Recognition W. Ronny Huang, Tara N. Sainath, Cal Peyser, Shankar Kumar, David Rybach, Trevor Strohman arXiv_CL arXiv_CL Embedding Recognition Sparse RNN Speech Speech_Recognition Language_Model PDF
2021-04-09 Language model fusion for streaming end to end speech recognition Rodrigo Cabrera, Xiaofeng Liu, Mohammadreza Ghodsi, Zebulun Matteson, Eugene Weinstein, Anjuli Kannan arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Language_Model PDF
2021-04-09 Feature Replacement and Combination for Hybrid ASR Systems Peter Vieting, Christoph Lüscher, Wilfried Michel, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Unsupervised Recognition Speech Speech_Recognition PDF
2021-04-08 RNN Transducer Models For Spoken Language Understanding Samuel Thomas, Hong-Kwang J. Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition PDF
2021-04-08 Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation Fengpeng Yue, Yan Deng, Lei He, Tom Ko arXiv_CL arXiv_CL Unsupervised Recognition Speech Few-Shot Speech_Recognition PDF
2021-04-08 Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlicek, Karel Veselý, Martin Kocour, Igor Szöke arXiv_CV arXiv_CV Surveillance Recognition Knowledge Speech Pose Speech_Recognition PDF
2021-04-08 AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario Yihui Fu, Luyao Cheng, Shubo Lv, Yukai Jv, Yuxiang Kong, Zhuo Chen, Yanxin Hu, Lei Xie, Jian Wu, Hui Bu, Xin Xu, Jun Du, Jingdong Chen arXiv_SD arXiv_SD Enhancement Recognition Optimization Speech Speech_Recognition Activity PDF
2021-04-08 Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou arXiv_CL arXiv_CL Transformer Embedding Recognition Bert Speech Self-Supervised Pose Classification Speech_Recognition Inference PDF
2021-04-08 WNARS: WFST based Non-autoregressive Streaming End-to-End Speech Recognition Zhichao Wang, Wenwen Yang, Pan Zhou, Wei Chen arXiv_CL arXiv_CL Recognition RNN Knowledge Speech Pose Attention Speech_Recognition Language_Model PDF
2021-04-08 BSTC: A Large-Scale Chinese-English Speech Translation Dataset Ruiqing Zhang, Xiyang Wang, Chuanqiang Zhang, Zhongjun HeHua Wu, Zhi Li, Haifeng Wang, Ying Chen, Qinfei Li arXiv_CL arXiv_CL Recognition Speech GAN Speech_Recognition PDF
2021-04-08 Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings Leonardo Pepino, Pablo Riera, Luciana Ferrer arXiv_SD arXiv_SD Embedding Transfer_Learning Recognition Speech Pose Emotion Deep_Learning Speech_Recognition PDF
2021-04-07 Pushing the Limits of Non-Autoregressive Speech Recognition Edwin G. Ng, Chung-Cheng Chiu, Yu Zhang, William Chan arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Language_Model PDF
2021-04-07 Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs Sujeong Cha, Wangrui Hou, Hyun Jung, My Phung, Michael Picheny, Hong-Kwang Kuo, Samuel Thomas, Edmilson Morais arXiv_CL arXiv_CL Embedding Recognition Bert Speech Pose Classification Speech_Recognition PDF
2021-04-07 FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen arXiv_CL arXiv_CL Transformer Recognition RNN Regularization Speech Pose Speech_Recognition Inference Prediction PDF
2021-04-07 Capturing Multi-Resolution Context by Dilated Self-Attention Niko Moritz, Takaaki Hori, Jonathan Le Roux arXiv_SD arXiv_SD Recognition Speech Pose Action Attention Speech_Recognition PDF
2021-04-06 Learning to Rank Microphones for Distant Speech Recognition Samuele Cornell, Alessio Brutti, Marco Matassoni, Stefano Squartini arXiv_SD arXiv_SD Recognition Speech Pose Relation Speech_Recognition PDF
2021-04-06 Exploring Targeted Universal Adversarial Perturbations to End-to-end ASR Models Zhiyun Lu, Wei Han, Yu Zhang, Liangliang Cao arXiv_SD arXiv_SD Recognition RNN Adversarial Speech Speech_Recognition PDF
2021-04-06 Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions Jumon Nozaki, Tatsuya Komatsu arXiv_CL arXiv_CL Recognition Speech Pose Classification Speech_Recognition Inference Prediction PDF
2021-04-06 Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model Apoorv Vyas, Srikanth Madikeri, Hervé Bourlard arXiv_SD arXiv_SD Recognition Speech Self-Supervised Classification Speech_Recognition PDF
2021-04-06 Optimal Transport-based Adaptation in Dysarthric Speech Tasks Rosanna Turrisi, Leonardo Badino arXiv_CL arXiv_CL Recognition Speech Pose Detection Speech_Recognition PDF
2021-04-06 LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring Anton Mitrofanov, Mariya Korenevskaya, Ivan Podluzhny, Yuri Khokhlov, Aleksandr Laptev, Andrei Andrusenko, Aleksei Ilin, Maxim Korenevsky, Ivan Medennikov, Aleksei Romanenko arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose Speech_Recognition Language_Model PDF
2021-04-06 AI4D -- African Language Program Kathleen Siminyu, Godson Kalipe, Davor Orlic, Jade Abbott, Vukosi Marivate, Sackey Freshia, Prateek Sibal, Bhanu Neupane, David I. Adelani, Amelia Taylor, Jamiil Toure ALI, Kevin Degila, Momboladji Balogoun, Thierno Ibrahima DIOP, Davis David, Chayma Fourati, Hatem Haddad, Malek Naski arXiv_CL arXiv_CL Recognition Speech Quantitative Speech_Recognition PDF
2021-04-06 Extremely Low Footprint End-to-End ASR System for Smart Device Zhifu Gao, Yiwu Yao, Shiliang Zhang, Jun Yang, Ming Lei, Ian McLoughlin arXiv_SD arXiv_SD Transformer Quantization Recognition Speech Pose Attention Speech_Recognition Language_Model PDF
2021-04-06 Towards Consistent Hybrid HMM Acoustic Modeling Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition PDF
2021-04-06 Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee arXiv_CL arXiv_CL Embedding Recognition Regularization Speech Pose Speech_Recognition Inference PDF
2021-04-06 Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition PDF
2021-04-06 Dissecting User-Perceived Latency of On-Device E2E Speech Recognition Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL Recognition Regularization Speech Pose Speech_Recognition PDF
2021-04-05 Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Language_Model PDF
2021-04-05 Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-04-05 Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer arXiv_CL arXiv_CL Transformer Embedding Recognition Bert Speech Pose Speech_Recognition Language_Model PDF
2021-04-05 SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network William Chan, Daniel Park, Chris Lee, Yu Zhang, Quoc Le, Mohammad Norouzi arXiv_CL arXiv_CL Transfer_Learning Recognition Speech Speech_Recognition Language_Model PDF
2021-04-05 End-to-End Speaker-Attributed ASR with Transformer Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose Attention Speech_Recognition PDF
2021-04-05 Streaming Multi-talker Speech Recognition with Joint Speaker Identification Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition PDF
2021-04-05 SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition Patrick K. O'Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-04-05 Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval Ramon Sanabria, Austin Waters, Jason Baldridge arXiv_CV arXiv_CV Recognition Represenation_Learning Image_Retrieval Speech Speech_Recognition PDF
2021-04-04 Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David Mortensen, Michael R. Marlo, Graham Neubig arXiv_CL arXiv_CL Recognition Zero-Shot Knowledge Speech Few-Shot GAN Speech_Recognition PDF
2021-04-04 Towards Lifelong Learning of End-to-end ASR Heng-Jui Chang, Hung-yi Lee, Lin-shan Lee arXiv_CL arXiv_CL Recognition Knowledge Speech Attention Speech_Recognition PDF
2021-04-04 TransfoRNN: Capturing the Sequential Information in Self-Attention Representations for Language Modeling Tze Yuang Chong, Xuyang Wang, Lin Yang, Junjie Wang arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose Attention Speech_Recognition Language_Model PDF
2021-04-04 TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Ye Bai, Shuai Zhang, Zhengqi Wen, Xuefei Liu arXiv_CL arXiv_CL Transformer Recognition RNN Knowledge Speech Pose Face Attention Speech_Recognition Inference PDF
2021-04-03 On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni, Stefan Riezler arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2021-04-03 ExKaldi-RT: A Real-Time Automatic Speech Recognition Extension Toolkit of Kaldi Yu Wang, Chee Siang Leow, Akio Kobayashi, Takehito Utsuro, Hiromitsu Nishizaki arXiv_CL arXiv_CL Recognition Speech Face Deep_Learning Speech_Recognition PDF
2021-04-03 speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-04-01 Keyword Transformer: A Self-Attention Model for Keyword Spotting Axel Berg, Mark O'Connor, Miguel Tairum Cruz arXiv_CL arXiv_CL Transformer Recognition Speech Attention Speech_Recognition CNN PDF
2021-04-01 Configurable Privacy-Preserving Automatic Speech Recognition Ranya Aloufi, Hamed Haddadi, David Boyle arXiv_CL arXiv_CL Recognition Optimization Speech Speech_Recognition PDF
2021-04-01 Interactive spatial speech recognition maps based on simulated speech recognition experiments Marc René Schädler arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition Prediction PDF
2021-04-01 Multilingual and code-switching ASR challenges for low resource Indian languages Anuj Diwan, Rakesh Vaideeswaran, Sanket Shah, Ankita Singh, Srinivasa Raghavan, Shreya Khare, Vinit Unni, Saurabh Vyas, Akash Rajpuria, Chiranjeevi Yarra, Ashish Mittal, Prasanta Kumar Ghosh, Preethi Jyothi, Kalika Bali, Vivek Seshadri, Sunayana Sitaram, Samarth Bharadwaj, Jai Nanavati, Raoul Nanavati, Karthik Sankaranarayanan, Tejaswi Seeram, Basil Abraham arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-03-31 Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition Timo Lohrenz, Zhengyang Li, Tim Fingscheidt arXiv_CL arXiv_CL Transformer Recognition Speech Attention Speech_Recognition Inference Language_Model PDF
2021-03-31 Adversarial Attacks and Defenses for Speech Recognition Systems Piotr Żelasko, Sonal Joshi, Yiwen Shao, Jesus Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur arXiv_SD arXiv_SD Transformer Gradient_Descent Recognition Adversarial Speech GAN Speech_Recognition PDF
2021-03-31 PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems Wenjie Luo, Zhenyu Yan, Qun Song, Rui Tan arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2021-03-31 Q-ASR: Integer-only Zero-shot Quantization for Efficient Speech Recognition Sehoon Kim, Amir Gholami, Zhewei Yao, Anirudda Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer arXiv_CL arXiv_CL Quantization Recognition Zero-Shot Speech Pose Speech_Recognition Inference PDF
2021-03-31 TS-RIR: Translated synthetic room impulse responses for speech augmentation Anton Ratnarajah, Zhenyu Tang, Dinesh Manocha arXiv_SD arXiv_SD Recognition Speech Pose GAN Speech_Recognition PDF
2021-03-31 Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-03-30 A study of latent monotonic attention variants Albert Zeyer, Ralf Schlüter, Hermann Ney arXiv_AI arXiv_AI Recognition Speech Attention Speech_Recognition PDF
2021-03-30 MediaSpeech: Multilanguage ASR Benchmark and Dataset Rostislav Kolobov, Olga Okhapkina, Olga Omelchishina, Andrey Platunov, Roman Bedyakin, Vyacheslav Moshkin, Dmitry Menshikov, Nikolay Mikhaylovskiy arXiv_SD arXiv_SD Recognition Speech Speech_Recognition PDF
2021-03-29 Shrinking Bigfoot: Reducing wav2vec 2.0 footprint Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani, Raphael Cohen, Jumana Nassour arXiv_CL arXiv_CL Recognition Knowledge Speech Speech_Recognition Inference Language_Model PDF
2021-03-29 Transformer-based end-to-end speech recognition with residual Gaussian-based self-attention Chengdong Liang, Menglong Xu, Xiao-Lei Zhang arXiv_CL arXiv_CL Transformer Recognition Speech Pose Relation Attention Speech_Recognition PDF
2021-03-29 Multiple-hypothesis CTC-based semi-supervised adaptation of end-to-end speech recognition Cong-Thanh Do, Rama Doddipatla, Thomas Hain arXiv_CL arXiv_CL Recognition Speech Pose Classification Speech_Recognition PDF
2021-03-29 Improved Meta-learning training for Speaker Verification Yafeng Chen, Wu Guo, Bin Gu arXiv_SD arXiv_SD Embedding Recognition Speech Action Speech_Recognition PDF
2021-03-29 Scaling sparsemax based channel selection for speech recognition with ad-hoc microphone arrays Junqi Chen, Xiao-Lei Zhang arXiv_SD arXiv_SD Recognition Sparse Speech Pose Attention Speech_Recognition PDF
2021-03-28 Quantifying Bias in Automatic Speech Recognition Siyuan Feng, Olya Kudina, Bence Mark Halpern, Odette Scharenborg arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-03-26 Construction of a Large-scale Japanese ASR Corpus on TV Recordings Shintaro Ando, Hiromasa Fujihara arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Matching PDF
2021-03-26 Leveraging neural representations for facilitating access to untranscribed speech from endangered languages Nay San, Martijn Bartelds, Mitchell Browne, Lily Clifford, Fiona Gibson, John Mansfield, David Nash, Jane Simpson, Myfany Turpin, Maria Vollmer, Sasha Wilmoth, Dan Jurafsky arXiv_CL arXiv_CL Transformer Recognition Speech Detection Speech_Recognition PDF
2021-03-26 Mutually-Constrained Monotonic Multihead Attention for Online ASR Jaeyun Song, Hajin Shim, Eunho Yang arXiv_CL arXiv_CL Recognition Speech Pose Action Attention Speech_Recognition Inference PDF
2021-03-26 BART based semantic correction for Mandarin automatic speech recognition system Yun Zhao, Xuerui Yang, Jinchao Wang, Yongyu Gao, Chao Yan, Yuanfu Zhou arXiv_CL arXiv_CL Transformer Recognition Speech Pose Speech_Recognition Language_Model PDF
2021-03-25 Residual Energy-Based Models for End-to-End Speech Recognition Qiujia Li, Yu Zhang, Bo Li, Liangliang Cao, Philip C. Woodland arXiv_CL arXiv_CL Recognition Speech Self-Supervised Pose Speech_Recognition PDF
2021-03-25 FDLP-Spectrogram: Capturing Speech Dynamics in Spectrograms for End-to-end Automatic Speech Recognition Samik Sadhu, Hynek Hermansky arXiv_SD arXiv_SD Recognition Bert Speech Pose Speech_Recognition Prediction PDF
2021-03-25 Real-time low-resource phoneme recognition on edge devices Yonatan Alon arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-03-25 An Approach to Improve Robustness of NLP Systems against ASR Errors Tong Cui, Jinghui Xiao, Liangyou Li, Xin Jiang, Qun Liu arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Language_Model PDF
2021-03-24 Voice Privacy with Smart Digital Assistants in Educational Settings Mohammad Niknazar, Aditya Vempaty, Ravi Kokku arXiv_CL arXiv_CL Recognition Speech Pose Face Action Speech_Recognition PDF
2021-03-24 Transformer-based ASR using multiple-utterance beam-search Yoo Rhee Oh, Kiyoung Park, Jeon Gyu Park arXiv_SD arXiv_SD Transformer Recognition Speech Pose Speech_Recognition PDF
2021-03-23 Hallucination of speech recognition errors with sequence to sequence learning Prashant Serai, Vishal Sunder, Eric Fosler-Lussier arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Language_Model PDF
2021-03-19 SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems Yuxuan Chen, Jiangshan Zhang, Xuejing Yuan, Shengzhi Zhang, Kai Chen, Xiaofeng Wang, Shanqing Guo arXiv_SD arXiv_SD Transfer_Learning Recognition Knowledge Adversarial Speech Pose Action Speech_Recognition PDF
2021-03-18 Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff arXiv_CL arXiv_CL Embedding Recognition Bert RNN Speech Pose Face Action Speech_Recognition Inference Language_Model QA PDF
2021-03-17 Advancing RNN Transducer Technology for Speech Recognition George Saon, Zoltan Tueske, Daniel Bolanos, Brian Kingsbury arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Language_Model Prediction PDF
2021-03-17 Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation Md Akmal Haidar, Chao Xing, Mehdi Rezagholizadeh arXiv_AI arXiv_AI Transformer Recognition Knowledge Speech Pose Attention Speech_Recognition Inference Language_Model PDF
2021-03-16 An Asynchronous WFST-Based Decoder For Automatic Speech Recognition Hang Lv, Zhehuai Chen, Hainan Xu, Daniel Povey, Lei Xie, Sanjeev Khudanpur arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition Language_Model PDF
2021-03-16 Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning Jama Hussein Mohamud, Lloyd Acquaye Thompson, Aissatou Ndoye, Laurent Besacier arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Self-Supervised Speech_Recognition PDF
2021-03-16 Distributed Deep Learning Using Volunteer Computing-Like Paradigm Medha Atre, Birendra Jha, Ashwini Rao arXiv_AI arXiv_AI Recognition Speech Classification Deep_Learning Sentiment Speech_Recognition Image_Classification PDF
2021-03-15 Towards the evaluation of simultaneous speech translation from a communicative perspective claudio Fantinuoli, Bianca Prandi arXiv_CL arXiv_CL Enhancement Recognition Speech Speech_Recognition PDF
2021-03-15 XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition Zi-Qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Li-Rong Dai arXiv_CL arXiv_CL Embedding Recognition Weakly_Supervised Represenation_Learning Speech Self-Supervised Pose Speech_Recognition PDF
2021-03-13 OkwuGb'e: End-to-End Speech Recognition for Fon and Igbo Bonaventure F. P. Dossou, Chris C. Emezue arXiv_AI arXiv_AI Recognition Speech Speech_Recognition PDF
2021-03-12 A Distributed Optimisation Framework Combining Natural Gradient with Hessian-Free for Discriminative Sequence Training Adnan Haider, Chao Zhang, Florian L. Kreyssig, Philip C. Woodland arXiv_CL arXiv_CL Gradient_Descent Recognition Speech Speech_Recognition PDF
2021-03-12 Uncertainty-guided Model Generalization to Unseen Domains Fengchun Qiao, Xi Peng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Text_Classification Knowledge Speech Pose Classification GAN Speech_Recognition Image_Classification PDF
2021-03-12 Dynamic Acoustic Unit Augmentation With BPE-Dropout for Low-Resource End-to-End Speech Recognition Aleksandr Laptev, Andrei Andrusenko, Ivan Podluzhny, Anton Mitrofanov, Ivan Medennikov, Yuri Matveev arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-03-11 Learning Word-Level Confidence For Subword End-to-End ASR David Qiu, Qiujia Li, Yanzhang He, Yu Zhang, Bo Li, Liangliang Cao, Rohit Prabhavalkar, Deepti Bhatia, Wei Li, Ke Hu, Tara N. Sainath, Ian McGraw arXiv_CL arXiv_CL Recognition Speech Pose Attention Speech_Recognition PDF
2021-03-10 Fine-tuning of Pre-trained End-to-end Speech Recognition with Generative Adversarial Networks Md Akmal Haidar, Mehdi Rezagholizadeh arXiv_CL arXiv_CL Recognition Adversarial Speech Pose Face GAN Speech_Recognition PDF
2021-03-09 Contrastive Semi-supervised Learning for ASR Alex Xiao, Christian Fuegen, Abdelrahman Mohamed arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Pose Speech_Recognition PDF
2021-03-08 A Parallelizable Lattice Rescoring Strategy with Neural Language Models Ke Li, Daniel Povey, Sanjeev Khudanpur arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2021-03-08 An Ultra-low Power RNN Classifier for Always-On Voice Wake-Up Detection Robust to Real-World Scenarios Emmanuel Hardy, Franck Badets arXiv_SD arXiv_SD Recognition RNN Speech Pose Detection Speech_Recognition Activity PDF
2021-03-04 Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya arXiv_AI arXiv_AI Recognition Optimization Speech Ontology Speech_Recognition PDF
2021-03-04 WaveGuard: Understanding and Mitigating Audio Adversarial Examples Shehzeen Hussain, Paarth Neekhara, Shlomo Dubnov, Julian McAuley, Farinaz Koushanfar arXiv_SD arXiv_SD Recognition Adversarial Speech Pose Deep_Learning Speech_Recognition PDF
2021-03-03 The Spatial Selective Auditory Attention of Cochlear Implant Users in Different Conversational Sound Levels Sara Akbarzadeh, Sungmin Lee, Chin-Tuan Tan arXiv_SD arXiv_SD Tracking Recognition Speech Attention Speech_Recognition PDF
2021-03-03 Continuous Speech Separation with Ad Hoc Microphone Arrays Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng arXiv_AI arXiv_AI Transformer Recognition Speech Pose Speech_Recognition PDF
2021-03-02 Long-Running Speech Recognizer:An End-to-End Multi-Task Learning Framework for Online ASR and VAD Meng Li, Shiyu Zhou, Bo Xu arXiv_CL arXiv_CL Recognition Speech Pose Classification Detection Object_Detection Speech_Recognition Activity Inference PDF
2021-02-28 Alignment Knowledge Distillation for Online Streaming Attention-based Speech Recognition Hirofumi Inaguma, Tatsuya Kawahara arXiv_CL arXiv_CL Recognition RNN Knowledge Speech Pose Attention Speech_Recognition Inference PDF
2021-02-28 Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa arXiv_SD arXiv_SD Recognition Speech Pose Attention Speech_Recognition Activity PDF
2021-02-28 Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition Gautam Krishna, Mason Carnahan, Shilpa Shamapant, Yashitha Surendranath, Saumya Jain, Arundhati Ghosh, Co Tran, Jose del R Millan, Ahmed H Tewfik arXiv_SD arXiv_SD Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2021-02-27 Silent versus modal multi-speaker speech recognition from ultrasound and video Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals arXiv_CL arXiv_CL Unsupervised Recognition Speech Speech_Recognition PDF
2021-02-25 MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition Linghui Meng, Jin Xu, Xu Tan, Jindong Wang, Tao Qin, Bo Xu arXiv_CL arXiv_CL Transformer Recognition Speech Pose Speech_Recognition PDF
2021-02-25 Meta-Learning for improving rare word recognition in end-to-end ASR Florian Lux, Ngoc Thang Vu arXiv_SD arXiv_SD Embedding Recognition Speech Pose Face Few-Shot Speech_Recognition PDF
2021-02-24 Thoughts on the potential to compensate a hearing loss in noise Marc René Schädler arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition PDF
2021-02-24 SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter Colin Lea, Vikramjit Mitra, Aparna Joshi, Sachin Kajarekar, Jeffrey P. Bigham arXiv_SD arXiv_SD Recognition Speech Detection Speech_Recognition PDF
2021-02-24 Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks Ju Lin, Adriaan J. van Wijngaarden, Kuang-Ching Wang, Melissa C. Smith arXiv_SD arXiv_SD Enhancement Recognition Speech Attention Speech_Recognition CNN Prediction PDF
2021-02-23 Unidirectional Memory-Self-Attention Transducer for Online Speech Recognition Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD Recognition RNN Speech Pose Attention Speech_Recognition PDF
2021-02-23 Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain Julio Wissing, Benedikt Boenninghoff, Dorothea Kolossa, Tsubasa Ochiaiy, Marc Delcroixy, Keisuke Kinoshitay, Tomohiro Nakataniy, Shoko Arakiy, Christopher Schymura arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition Prediction PDF
2021-02-23 Memory-efficient Speech Recognition on Smart Devices Ganesh Venkatesh, Alagappan Valliappan, Jay Mahadeokar, Yuan Shangguan, Christian Fuegen, Michael L. Seltzer, Vikas Chandra arXiv_SD arXiv_SD Recognition Optimization Speech Speech_Recognition PDF
2021-02-23 End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend Wangyou Zhang, Christoph Boeddeker, Shinji Watanabe, Tomohiro Nakatani, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Naoyuki Kamo, Reinhold Haeb-Umbach, Yanmin Qian arXiv_SD arXiv_SD Recognition Speech Pose Detection Speech_Recognition Activity PDF
2021-02-23 Senone-aware Adversarial Multi-task Training for Unsupervised Child to Adult Speech Adaptation Richeng Duan, Nancy F. Chen arXiv_SD arXiv_SD Unsupervised Recognition Adversarial Speech Pose Speech_Recognition Prediction PDF
2021-02-23 Evolutionary optimization of contexts for phonetic correction in speech recognition systems Rafael Viana-Cámara, Diego Campos-Sobrino, Mario Campos-Soberanis arXiv_SD arXiv_SD Recognition Optimization Speech Pose Speech_Recognition Language_Model PDF
2021-02-22 Generating Human Readable Transcript for Automatic Speech Recognition with Pre-trained Language Model Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Sefik Eskimez, Liyang Lu, Hong Qu, Michael Zeng arXiv_CL arXiv_CL Recognition Bert Speech Pose Action Speech_Recognition Language_Model PDF
2021-02-20 The Use of Voice Source Features for Sung Speech Recognition Gerardo Roa Dabike, Jon Barker arXiv_AI arXiv_AI Recognition Speech Speech_Recognition PDF
2021-02-20 The Accented English Speech Recognition Challenge 2020: Open Datasets, Tracks, Baselines, Results and Methods Xian Shi, Fan Yu, Yizhou Lu, Yuhao Liang, Qiangze Feng, Daliang Wang, Yanmin Qian, Lei Xie arXiv_SD arXiv_SD Recognition Review Speech Pose Speech_Recognition PDF
2021-02-19 End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study Prashanth Gurunath Shivakumar, Shrikanth Narayanan arXiv_SD arXiv_SD Recognition Speech Speech_Recognition Language_Model PDF
2021-02-19 AISPEECH-SJTU accent identification system for the Accented English Speech Recognition Challenge Houjun Huang, Xu Xiang, Yexin Yang, Rao Ma, Yanmin Qian arXiv_SD arXiv_SD Embedding Recognition Speech Pose Speech_Recognition PDF
2021-02-18 Fixing Errors of the Google Voice Recognizer through Phonetic Distance Metrics Diego Campos-Sobrino, Mario Campos-Soberanis, Iván Martínez-Chin, Víctor Uc-Cetina arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2021-02-18 Gaussian Kernelized Self-Attention for Long Sequence Data and Its Application to CTC-based Speech Recognition Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe arXiv_SD arXiv_SD Recognition Speech Pose Classification Attention Speech_Recognition Inference PDF
2021-02-18 Echo State Speech Recognition Harsh Shrivastava, Ankush Garg, Yuan Cao, Yu Zhang, Tara Sainath arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition PDF
2021-02-18 Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition Gary Yeung, Ruchao Fan, Abeer Alwan arXiv_SD arXiv_SD Recognition RNN Speech Pose Action Relation Speech_Recognition PDF
2021-02-17 Do End-to-End Speech Recognition Models Care About Context? Lasse Borgholt, Jakob Drachmann Havtorn, Željko Agić, Anders Søgaard, Lars Maaløe, Christian Igel arXiv_CL arXiv_CL Recognition Speech Classification Attention Speech_Recognition Language_Model PDF
2021-02-17 ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems Yi Lin, Bo Yang, Linchao Li, Dongyue Guo, Jianwei Zhang, Hu Chen, Yi Zhang arXiv_CL arXiv_CL Unsupervised Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition Prediction PDF
2021-02-16 End-to-End Automatic Speech Recognition with Deep Mutual Learning Ryo Masumura, Mana Ihori, Akihiko Takashima, Tomohiro Tanaka, Takanori Ashihara arXiv_CL arXiv_CL Transformer Recognition Knowledge Speech Pose Classification Speech_Recognition Prediction PDF
2021-02-16 Improving speech recognition models with small samples for air traffic control systems Yi Lin, Qin Li, Bo Yang, Zhen Yan, Huachun Tan, Zhengmao Chen arXiv_CL arXiv_CL Unsupervised Transfer_Learning Recognition Speech Pose Face Deep_Learning Speech_Recognition PDF
2021-02-16 Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu arXiv_SD arXiv_SD Recognition Speech Pose Classification Deep_Learning Relation Speech_Recognition Prediction PDF
2021-02-16 Hierarchical Transformer-based Large-Context End-to-end ASR with Large-Context Knowledge Distillation Ryo Masumura, Naoki Makishima, Mana Ihori, Akihiko Takashima, Tomohiro Tanaka, Shota Orihashi arXiv_CL arXiv_CL Transformer Recognition Knowledge Speech Pose Speech_Recognition Language_Model PDF
2021-02-15 Personalization Strategies for End-to-End Speech Recognition Systems Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-02-15 Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang arXiv_AI arXiv_AI Transfer_Learning Recognition Bert Knowledge Speech Pose Classification Relation Attention Speech_Recognition Inference Language_Model Prediction PDF
2021-02-15 Jira: a Kurdish Speech Recognition System Designing and Building Speech Corpus and Pronunciation Lexicon Hadi Veisi, Hawre Hosseini, Mohammad Mohammadamini (LIA), Wirya Fathy, Aso Mahmudi arXiv_AI arXiv_AI Recognition Speech Pose Face Speech_Recognition Language_Model PDF
2021-02-15 Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification Bidisha Sharma, Maulik Madhavi, Haizhou Li arXiv_CL arXiv_CL Embedding Recognition Knowledge Speech Pose Classification Attention Speech_Recognition Language_Model PDF
2021-02-14 Thank you for Attention: A survey on Attention-based Artificial Neural Networks for Automatic Speech Recognition Priyabrata Karmakar, Shyh Wei Teng, Guojun Lu arXiv_CL arXiv_CL Transformer Recognition Review Speech Survey Attention Speech_Recognition PDF
2021-02-12 Multimodal Punctuation Prediction with Contextual Dropout Andrew Silva, Barry-John Theobald, Nicholas Apostoloff arXiv_AI arXiv_AI Transformer Recognition Speech Speech_Recognition Prediction PDF
2021-02-12 Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-02-12 Hybrid phonetic-neural model for correction in speech recognition systems Rafael Viana-Cámara, Mario Campos-Soberanis, Diego Campos-Sobrino arXiv_CL arXiv_CL Recognition Speech Deep_Learning Speech_Recognition PDF
2021-02-12 End-to-end Audio-visual Speech Recognition with Conformers Pingchuan Ma, Stavros Petridis, Maja Pantic arXiv_CV arXiv_CV Transformer Recognition Speech Pose Attention Speech_Recognition Language_Model PDF
2021-02-12 Detecting Adversarial Attacks On Audiovisual Speech Recognition Pingchuan Ma, Stavros Petridis, Maja Pantic arXiv_CV arXiv_CV Recognition Knowledge Adversarial Speech Pose Deep_Learning Detection Relation Speech_Recognition PDF
2021-02-12 Transformer Language Models with LSTM-based Cross-utterance Information Representation G. Sun, C. Zhang, P. C. Woodland arXiv_AI arXiv_AI Transformer Recognition RNN Speech Pose Speech_Recognition Language_Model PDF
2021-02-12 Content-Aware Speaker Embeddings for Speaker Diarisation G. Sun, D. Liu, C. Zhang, P. C. Woodland arXiv_SD arXiv_SD Segmentation Embedding Recognition Adversarial Speech Pose Relation Speech_Recognition PDF
2021-02-11 An Investigation of End-to-End Models for Robust Speech Recognition Archiki Prasad, Preethi Jyothi, Rajbabu Velmurugan arXiv_SD arXiv_SD Enhancement Recognition Knowledge Adversarial Speech Speech_Recognition PDF
2021-02-10 Dompteur: Taming Audio Adversarial Examples Thorsten Eisenhofer, Lea Schönherr, Joel Frank, Lars Speckemeier, Dorothea Kolossa, Thorsten Holz arXiv_SD arXiv_SD Recognition Adversarial Speech Pose Face Speech_Recognition PDF
2021-02-10 NUVA: A Naming Utterance Verifier for Aphasia Treatment David Sabate Barbera, Mark Huckvale, Victoria Fleming, Emily Upton, Henry Coley-Fisher, Catherine Doogan, Ian Shaw, William Latham, Alexander P. Leff, Jenny Crinion arXiv_CL arXiv_CL Recognition Speech Deep_Learning Speech_Recognition PDF
2021-02-09 Sparsification via Compressed Sensing for Automatic Speech Recognition Kai Zhen (1 and 2), Hieu Duy Nguyen (2), Feng-Ju Chang (2), Athanasios Mouchtaris (2), Ariya Rastrow (2). ((1) Indiana University Bloomington, (2) Alexa Machine Learning, Amazon, USA) arXiv_AI arXiv_AI Quantization Recognition Sparse Speech Pose Action Speech_Recognition PDF
2021-02-09 BembaSpeech: A Speech Recognition Corpus for the Bemba Language Claytone Sikasote, Antonios Anastasopoulos arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-02-09 Bayesian Transformer Language Models for Speech Recognition Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng arXiv_CL arXiv_CL Transformer Embedding Recognition Speech Pose Attention Speech_Recognition Inference Language_Model PDF
2021-02-09 Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Erfan Loweimi, Peter Bell, Steve Renals arXiv_AI arXiv_AI Recognition RNN Speech Pose Attention Speech_Recognition Language_Model PDF
2021-02-08 Federated Acoustic Modeling For Automatic Speech Recognition Xiaodong Cui, Songtao Lu, Brian Kingsbury arXiv_SD arXiv_SD Recognition RNN Speech Pose Speech_Recognition PDF
2021-02-08 End-to-End Multi-Channel Transformer for Speech Recognition Feng-Ju Chang, Martin Radfar, Athanasios Mouchtaris, Brian King, Siegfried Kunzmann arXiv_CL arXiv_CL Transformer Recognition Speech Relation Attention Speech_Recognition PDF
2021-02-07 Time-Domain Speech Extraction with Spatial Information and Multi Speaker Conditioning Mechanism Jisi Zhang, Catalin Zorila, Rama Doddipatla, Jon Barker arXiv_CL arXiv_CL Embedding Recognition Speech Pose Action Speech_Recognition PDF
2021-02-06 A bandit approach to curriculum generation for automatic speech recognition Anastasia Kuznetsova, Anurag Kumar, Francis M. Tyers arXiv_CL arXiv_CL Recognition Reinforcement_Learning Adversarial Speech Speech_Recognition PDF
2021-02-05 Multi-Task Self-Supervised Pre-Training for Music Classification Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang arXiv_SD arXiv_SD Reconstruction Unsupervised Recognition Speech Self-Supervised Emotion Classification Deep_Learning Speech_Recognition PDF
2021-02-05 Intermediate Loss Regularization for CTC-based Speech Recognition Jaesong Lee, Shinji Watanabe arXiv_CL arXiv_CL Recognition Regularization Speech Pose Classification Speech_Recognition Inference Language_Model PDF
2021-02-05 Two-Stage Augmentation and Adaptive CTC Fusion for Improved Robustness of Multi-Stream End-to-End ASR Ruizhi Li, Gregory Sell, Hynek Hermansky arXiv_CL arXiv_CL Recognition Speech Pose Classification Attention Speech_Recognition Inference PDF
2021-02-03 Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords Prashanth Gurunath Shivakumar, Panayiotis Georgiou, Shrikanth Narayanan arXiv_CL arXiv_CL Unsupervised Recognition Speech Pose Detection Speech_Recognition PDF
2021-02-03 General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework Yucheng Zhao, Dacheng Yin, Chong Luo, Zhiyuan Zhao, Chuanxin Tang, Wenjun Zeng, Zheng-Jun Zha arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Self-Supervised Pose Emotion Classification Speech_Recognition Language_Model PDF
2021-02-02 The Multilingual TEDx Corpus for Speech Recognition and Translation Elizabeth Salesky, Matthew Wiesner, Jacob Bremerman, Roldano Cattoni, Matteo Negri, Marco Turchi, Douglas W. Oard, Matt Post arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-02-02 WeNet: Production First and Production Ready End-to-End Speech Recognition Toolkit Binbin Zhang, Di Wu, Chao Yang, Xiaoyu Chen, Zhendong Peng, Xiangming Wang, Zhuoyuan Yao, Xiong Wang, Fan Yu, Lei Xie, Xin Lei arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2021-02-02 Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition Zhong Meng, Naoyuki Kanda, Yashesh Gaur, Sarangarajan Parthasarathy, Eric Sun, Liang Lu, Xie Chen, Jinyu Li, Yifan Gong arXiv_AI arXiv_AI Recognition Speech Pose Attention Speech_Recognition Inference Language_Model PDF
2021-02-01 On Scaling Contrastive Representations for Low-Resource Speech Recognition Lasse Borgholt, Tycho Max Sylvester Tax, Jakob Drachmann Havtorn, Lars Maaløe, Christian Igel arXiv_SD arXiv_SD Recognition Speech Self-Supervised Pose Speech_Recognition PDF
2021-01-30 Speech Recognition by Simply Fine-tuning BERT Wen-Chin Huang, Chia-Hua Wu, Shang-Bao Luo, Kuan-Yu Chen, Hsin-Min Wang, Tomoki Toda arXiv_CL arXiv_CL Recognition Bert Speech Pose Speech_Recognition Language_Model PDF
2021-01-29 BCN2BRNO: ASR System Fusion for Albayzin 2020 Speech to Text Challenge Martin Kocour, Guillermo Cámbara, Jordi Luque, David Bonet, Mireia Farrús, Martin Karafiát, Karel Veselý, Jan ''Honza'' Ĉernocký arXiv_CL arXiv_CL Recognition Speech Speech_Recognition CNN Language_Model PDF
2021-01-27 Transformer Based Deliberation for Two-Pass Speech Recognition Ke Hu, Ruoming Pang, Tara N. Sainath, Trevor Strohman arXiv_CL arXiv_CL Transformer Recognition RNN Speech Attention Speech_Recognition PDF
2021-01-26 Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yolox'ochitl Mixtec Jiatong Shi. Jonathan D. Amith, Rey Castillo García, Esteban Guadalupe Sierra, Kevin Duh, Shinji Watanabe arXiv_SD arXiv_SD Recognition Review Speech Pose Speech_Recognition PDF
2021-01-24 A Review of Speaker Diarization: Recent Advances with Deep Learning Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan arXiv_CL arXiv_CL Recognition Review Speech Survey Deep_Learning Speech_Recognition PDF
2021-01-22 Streaming Models for Joint Speech Recognition and Translation Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Inference PDF
2021-01-22 Exploiting Beam Search Confidence for Energy-Efficient Speech Recognition Dennis Pinto, Jose-María Arnau, Antonio González arXiv_CL arXiv_CL Recognition Speech Pose Face Action Speech_Recognition PDF
2021-01-22 Understanding the Tradeoffs in Client-Side Privacy for Speech Recognition Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency arXiv_SD arXiv_SD Recognition Speech Speech_Recognition PDF
2021-01-21 Arabic Speech Recognition by End-to-End, Modular Systems and Human Amir Hussein, Shinji Watanabe, Ahmed Ali arXiv_CL arXiv_CL Transformer Recognition Speech Speech_Recognition PDF
2021-01-20 VOTE400: A Speech Dataset to Study Voice Interface for Elderly-Care Minsu Jang, Sangwon Seo, Dohyung Kim, Jaeyeon Lee, Jaehong Kim, Jun-Hwan Ahn arXiv_CL arXiv_CL Recognition Speech Pose Face GAN Speech_Recognition PDF
2021-01-19 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Transfer_Learning Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition PDF
2021-01-18 Tiny Transducer: A Highly-efficient Speech Recognition Model on Edge Devices Yuekai Zhang, Sining Sun, Long Ma arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition PDF
2021-01-17 Fusing Wav2vec2.0 and BERT into End-to-end Model for Low-resource Speech Recognition Cheng Yi, Shiyu Zhou, Bo Xu arXiv_CL arXiv_CL Recognition Bert Speech Self-Supervised Pose Attention Speech_Recognition PDF
2021-01-16 A Novel Approach for Earthquake Early Warning System Design using Deep Learning Techniques Tonumoy Mukherjee, Chandrani Singh, Prabir Kumar Biswas arXiv_SD arXiv_SD Recognition RNN Speech Pose Deep_Learning Speech_Recognition CNN Prediction PDF
2021-01-14 An evaluation of word-level confidence estimation for end-to-end automatic speech recognition Dan Oneata, Alexandru Caranica, Adriana Stan, Horia Cucu arXiv_CL arXiv_CL Recognition Speech Deep_Learning Speech_Recognition Prediction PDF
2021-01-14 WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm Akshay Krishna Sheshadri, Anvesh Rao Vijjini, Sukhdeep Kharbanda arXiv_CL arXiv_CL Recognition Bert Speech Pose Classification Speech_Recognition PDF
2021-01-12 Learning Efficient Representations for Keyword Spotting with Triplet Loss Roman Vygon, Nikolay Mikhaylovskiy arXiv_AI arXiv_AI Embedding Recognition Represenation_Learning Speech Pose Classification Speech_Recognition CNN PDF
2021-01-06 Hypothesis Stitcher for End-to-End Speaker-attributed ASR on Long-form Multi-talker Recordings Xuankai Chang, Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Takuya Yoshioka arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2021-01-05 Domain-aware Neural Language Models for Speech Recognition Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko arXiv_CL arXiv_CL Recognition RNN Speech Classification Speech_Recognition Language_Model PDF
2021-01-04 Oral Billiards Elaine Y L Tsiang arXiv_SD arXiv_SD Recognition Speech Pose Action Speech_Recognition PDF
2021-01-02 DEVI: Open-source Human-Robot Interface for Interactive Receptionist Systems Ramesha Karunasena, Piumi Sandarenu, Madushi Pinto, Achala Athukorala, Ranga Rodrigo, Peshala Jayasekara arXiv_RO arXiv_RO Recognition Gesture Speech Pose Face Face_Recognition Speech_Recognition PDF
2021-01-02 VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, Emmanuel Dupoux arXiv_CL arXiv_CL Unsupervised Recognition Represenation_Learning Speech Speech_Recognition PDF
2020-12-25 Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders Cheng Yu, Ryandhimas E. Zezario, Syu-Siang Wang, Jonathan Sherman, Yi-Yen Hsieh, Xugang Lu, Hsin-Min Wang, Yu Tsao arXiv_SD arXiv_SD Enhancement Recognition Knowledge Speech Pose Deep_Learning Denoising Speech_Recognition PDF
2020-12-24 Multi-channel Multi-frame ADL-MVDR for Target Speech Separation Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu arXiv_SD arXiv_SD Recognition Speech Pose Deep_Learning Relation Speech_Recognition PDF
2020-12-23 The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans Shinji Watanabe, Florian Boyer, Xuankai Chang, Pengcheng Guo, Tomoki Hayashi, Yosuke Higuchi, Takaaki Hori, Wen-Chin Huang, Hirofumi Inaguma, Naoyuki Kamo, Shigeki Karita, Chenda Li, Jing Shi, Aswin Shanmugam Subramanian, Wangyou Zhang arXiv_SD arXiv_SD Transformer Enhancement Recognition Speech Denoising Speech_Recognition PDF
2020-12-23 Speech Synthesis as Augmentation for Low-Resource ASR Deblin Bagchi, Shannon Wotherspoon, Zhuolin Jiang, Prasanna Muthukumar arXiv_CL arXiv_CL Recognition Adversarial Speech Speech_Recognition PDF
2020-12-22 Applying wav2vec2.0 to Speech Recognition in various low-resource languages Cheng Yi, Jianzhong Wang, Ning Cheng, Shiyu Zhou, Bo Xu arXiv_CL arXiv_CL Recognition Bert Speech Speech_Recognition PDF
2020-12-22 A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews Kai Chen, Meng Niu, Qingcai Chen arXiv_CL arXiv_CL Recognition Speech Pose Action Relation Attention Speech_Recognition Prediction QA Matching PDF
2020-12-22 Limitations of Deep Neural Networks: a discussion of G. Marcus' critical appraisal of deep learning Stefanos Tsimenidis arXiv_AI arXiv_AI Recognition Speech Deep_Learning Speech_Recognition Medical Autonomous PDF
2020-12-22 Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition Yubei Xiao, Ke Gong, Pan Zhou, Guolin Zheng, Xiaodan Liang, Liang Lin arXiv_CL arXiv_CL Transfer_Learning Recognition Adversarial Speech Speech_Recognition PDF
2020-12-21 Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval Bhaskar Mitra arXiv_AI arXiv_AI Recognition Speech Relation Speech_Recognition PDF
2020-12-21 Adjust-free adversarial example generation in speech recognition using evolutionary multi-objective optimization under black-box condition Shoma Ishida arXiv_CL arXiv_CL Recognition Optimization Adversarial Speech Pose Speech_Recognition PDF
2020-12-17 cif-based collaborative decoding for end-to-end contextual speech recognition Minglun Han, Linhao Dong, Shiyu Zhou, Bo Xu arXiv_AI arXiv_AI Embedding Recognition Speech Speech_Recognition PDF
2020-12-15 Pre-Training Transformers as Energy-Based Cloze Models Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning arXiv_CL arXiv_CL Transformer Recognition Bert Represenation_Learning Speech Pose Speech_Recognition Language_Model PDF
2020-12-15 Exploring Transfer Learning For End-to-End Spoken Language Understanding Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza arXiv_CL arXiv_CL Transfer_Learning Recognition Zero-Shot Speech Pose Face Action Speech_Recognition PDF
2020-12-15 User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis Oliver Adams, Benjamin Galliot (LACITO), Guillaume Wisniewski (LLF UMR7110), Nicholas Lambourne, Ben Foley, Rahasya Sanders-Dwyer, Janet Wiles, Alexis Michaud (LACITO), Séverine Guillaume (LACITO), Laurent Besacier (LIG), Christopher Cox, Katya Aplonova (LLACAN), Guillaume Jacques (CRLAO), Nathan Hill arXiv_CL arXiv_CL Enhancement Recognition Speech Face Speech_Recognition PDF
2020-12-14 A review of on-device fully neural end-to-end automatic speech recognition algorithms Chanwoo Kim, Dhananjaya Gowda, Dongsoo Lee, Jiyeon Kim, Ankur Kumar, Sungsoo Kim, Abhinav Garg, Changwoo Han arXiv_CL arXiv_CL Transformer Recognition Optimization RNN Review Speech Pose Classification Attention Speech_Recognition Language_Model PDF
2020-12-14 Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic arXiv_CV arXiv_CV Embedding Recognition Speech Pose Face Deep_Learning Detection Object_Detection Speech_Recognition PDF
2020-12-14 Bayesian Learning for Deep Neural Network Adaptation Xurong Xie, Xunying Liu, Tan Lee, Lan Wang arXiv_SD arXiv_SD Unsupervised Recognition Speech Pose Speech_Recognition Inference PDF
2020-12-12 Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition PDF
2020-12-11 DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization Shaoshi Ling, Yuzong Liu arXiv_CL arXiv_CL Transformer Reconstruction Quantization Recognition Sparse Represenation_Learning RNN Speech Self-Supervised Pose Speech_Recognition PDF
2020-12-11 Improved Robustness to Disfluencies in RNN-Transducer Based Speech Recognition Valentin Mendelev, Tina Raissi, Guglielmo Camporese, Manuel Giollo arXiv_CL arXiv_CL Recognition RNN Speech Speech_Recognition PDF
2020-12-11 Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan, Meng Li, Shiyu Zhou, Bo Xu arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition PDF
2020-12-11 Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable Odest Chadwicke Jenkins, Daniel Lopresti, Melanie Mitchell arXiv_AI arXiv_AI Recognition Knowledge Adversarial Speech Face Action Deep_Learning Speech_Recognition Medical Autonomous PDF
2020-12-10 Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition Binbin Zhang, Di Wu, Zhuoyuan Yao, Xiong Wang, Fan Yu, Chao Yang, Liyong Guo, Yaguang Hu, Lei Xie, Xin Lei arXiv_SD arXiv_SD Transformer Recognition Speech Pose Attention Speech_Recognition Inference PDF
2020-12-10 Multi-Classifier Interactive Learning for Ambiguous Speech Emotion Recognition Ying Zhou, Xuefeng Liang, Yu Gu, Yifei Yin, Longshan Yao arXiv_AI arXiv_AI Recognition Speech Pose Emotion Attention Speech_Recognition PDF
2020-12-09 Speech Recognition for Endangered and Extinct Samoyedic languages Niko Partanen, Mika Hämäläinen, Tiina Klooster arXiv_CL arXiv_CL Recognition Knowledge Speech GAN Speech_Recognition Recommendation PDF
2020-12-09 On Knowledge Distillation for Direct Speech Translation Marco Gaido, Mattia A. Di Gangi, Matteo Negri, Marco Turchi arXiv_CL arXiv_CL Recognition Knowledge Speech Speech_Recognition PDF
2020-12-07 Using multiple ASR hypotheses to boost i18n NLU performance Charith Peris, Gokmen Oz, Khadige Abboud, Venkata sai Varada, Prashan Wanigasekara, Haidar Khan arXiv_AI arXiv_AI Recognition Speech Pose Classification Summarization Speech_Recognition PDF
2020-12-07 MLS: A Large-Scale Multilingual Dataset for Speech Research Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Language_Model PDF
2020-12-05 SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams Madina Abdrakhmanova, Askat Kuzdeuov, Sheikh Jarju, Yerbolat Khassanov, Michael Lewis, Huseyin Atakan Varol arXiv_CV arXiv_CV Recognition Speech Face Action Classification Speech_Recognition PDF
2020-12-03 End to End ASR System with Automatic Punctuation Insertion Yushi Guan arXiv_CL arXiv_CL Recognition RNN Speech Pose Action Classification Speech_Recognition Language_Model PDF
2020-12-03 Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition Genta Indra Winata, Guangsen Wang, Caiming Xiong, Steven Hoi arXiv_AI arXiv_AI Transformer Recognition Bert Speech Pose Speech_Recognition Inference Language_Model PDF
2020-12-02 Joint gender and age estimation based on speech signals using x-vectors and transfer learning Damian Kwasny, Daria Hemmerling arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Classification Speech_Recognition CNN PDF
2020-12-01 Federated Marginal Personalization for ASR Rescoring Zhe Liu, Fuchun Peng arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Language_Model PDF
2020-11-30 Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Language_Model PDF
2020-11-30 Multi-Modal Detection of Alzheimer's Disease from Speech and Text Amish Mittal, Sourav Sahoo, Arnhav Datar, Juned Kadiwala, Hrithwik Shalu, Jimson Mathew arXiv_CL arXiv_CL Embedding Recognition Bert Speech Pose Classification Deep_Learning Detection Speech_Recognition CNN Prediction PDF
2020-11-30 Transformer-Transducers for Code-Switched Speech Recognition Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff arXiv_CL arXiv_CL Transformer Recognition Speech Pose Speech_Recognition PDF
2020-11-26 Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux arXiv_CL arXiv_CL Unsupervised Recognition Speech Pose Speech_Recognition Prediction PDF
2020-11-26 Improving RNN Transducer With Target Speaker Extraction and Neural Uncertainty Estimation Jiatong Shi, Chunlei Zhang, Chao Weng, Shinji Watanabe, Meng Yu, Dong Yu arXiv_SD arXiv_SD Enhancement Recognition RNN Speech Pose Action Speech_Recognition PDF
2020-11-26 Streaming end-to-end multi-talker speech recognition Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong arXiv_CL arXiv_CL Recognition Knowledge Speech Pose Speech_Recognition PDF
2020-11-25 A Panoramic Survey of Natural Language Processing in the Arab World Kareem Darwish, Nizar Habash, Mourad Abbas, Hend Al-Khalifa, Huseein T. Al-Natsheh, Samhaa R. El-Beltagy, Houda Bouamor, Karim Bouzoubaa, Violetta Cavalli-Sforza, Wassim El-Hajj, Mustafa Jarrar, Hamdy Mubarak arXiv_CL arXiv_CL Recognition OCR Optical_Character Speech Survey Sentiment Speech_Recognition PDF
2020-11-25 SAR-Net: A End-to-End Deep Speech Accent Recognition Network Wei Wang, Chao Zhang, Xiaopei Wu arXiv_AI arXiv_AI Embedding Recognition Optimization RNN Speech Pose Face Classification Face_Recognition Speech_Recognition PDF
2020-11-24 A Review of Recent Advances of Binary Neural Networks for Edge Computing Wenyu Zhao, Teli Ma, Xuan Gong, Baochang Zhang, David Doermann arXiv_AI arXiv_AI NAS Quantization Recognition Optimization Review Speech Speech_Recognition PDF
2020-11-24 Synth2Aug: Cross-domain speaker recognition with TTS synthesized speech Yiling Huang, Yutian Chen, Jason Pelecanos, Quan Wang arXiv_SD arXiv_SD Recognition Speech Speech_Recognition Matching PDF
2020-11-23 Multi-task Language Modeling for Improving Speech Recognition of Rare Words Chao-Han Huck Yang, Linda Liu, Ankur Gandhe, Yile Gu, Anirudh Raju, Denis Filimonov, Ivan Bulyko arXiv_AI arXiv_AI Recognition Speech Pose Speech_Recognition Language_Model Prediction PDF
2020-11-23 Streaming Multi-speaker ASR with RNN-T Ilya Sklyar, Anna Piunova, Yulan Liu arXiv_CL arXiv_CL Tracking Recognition RNN Speech Pose Action Speech_Recognition Inference PDF
2020-11-23 Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems Xianrui Zheng, Yulan Liu, Deniz Gunceler, Daniel Willett (Amazon Alexa) arXiv_SD arXiv_SD Recognition RNN Speech Speech_Recognition PDF
2020-11-23 An Online Multilingual Hate speech Recognition System Neeraj Vashistha, Arkaitz Zubiaga arXiv_CL arXiv_CL Recognition Speech Action Detection Speech_Recognition PDF
2020-11-23 End-to-end Silent Speech Recognition with Acoustic Sensing Jian Luo, Jianzong Wang, Ning Cheng, Guilin Jiang, Jing Xiao arXiv_SD arXiv_SD Recognition Speech Pose Face Deep_Learning Attention Speech_Recognition PDF
2020-11-21 A Better and Faster End-to-End Model for Streaming ASR Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu arXiv_SD arXiv_SD Recognition RNN Speech Speech_Recognition Prediction PDF
2020-11-20 Improving RNN-T ASR Accuracy Using Untranscribed Context Audio Andreas Schwarz, Ilya Sklyar, Simon Wiesler arXiv_SD arXiv_SD Recognition RNN Speech Speech_Recognition Inference PDF
2020-11-19 TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos Manuel Sam Ribeiro, Jennifer Sanger, Jing-Xuan Zhang, Aciel Eshky, Alan Wrench, Korin Richmond, Steve Renals arXiv_CV arXiv_CV Recognition Speech Speech_Recognition PDF
2020-11-18 Context-aware RNNLM Rescoring for Conversational Speech Recognition Kun Wei, Pengcheng Guo, Hang Lv, Zhen Tu, Lei Xie arXiv_SD arXiv_SD Recognition RNN Speech Speech_Recognition PDF
2020-11-18 WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shixiong Zhang, Dong Yu, Michael I Mandel arXiv_SD arXiv_SD Recognition Speech Pose Relation Speech_Recognition PDF
2020-11-18 Multi-Channel Automatic Speech Recognition Using Deep Complex Unet Yuxiang Kong, Jian Wu, Quandong Wang, Peng Gao, Weiji Zhuang, Yujun Wang, Lei Xie arXiv_SD arXiv_SD Enhancement Recognition Speech Pose Speech_Recognition PDF
2020-11-17 Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things Jing Zhang, Dacheng Tao arXiv_AI arXiv_AI Recognition Speech Survey Deep_Learning Speech_Recognition PDF
2020-11-17 Cascade RNN-Transducer: Syllable Based Streaming On-device Mandarin Speech Recognition with a Syllable-to-Character Converter Xiong Wang, Zhuoyuan Yao, Xian Shi, Lei Xie arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Language_Model Prediction PDF
2020-11-17 Refining Automatic Speech Recognition System for older adults Liu Chen, Meysam Asgari arXiv_CL arXiv_CL Transfer_Learning Recognition Speech Attention Speech_Recognition PDF
2020-11-16 Deep Shallow Fusion for RNN-T Personalization Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL Recognition RNN Speech Action Speech_Recognition Language_Model PDF
2020-11-15 Learn an Effective Lip Reading Model without Pains Dalu Feng, Shuang Yang, Shiguang Shan, Xilin Chen arXiv_CV arXiv_CV Recognition Speech Quantitative Deep_Learning Speech_Recognition PDF
2020-11-15 Speech enhancement guided by contextual articulatory information Yen-Ju Lu, Chia-Yu Chang, Yu Tsao, Jeih-weih Hung arXiv_SD arXiv_SD Enhancement Recognition Speech Pose Speech_Recognition PDF
2020-11-13 The SLT 2021 children speech recognition challenge: Open datasets, rules and baselines Yu Fan, Zhuoyuan Yao, Xiong Wang, Keyu An, Lei Xie, Zhijian Ou, Bo Liu, Xiulin Li, Guanqiong Miao arXiv_SD arXiv_SD Recognition Speech Deep_Learning Speech_Recognition PDF
2020-11-12 Self-supervised reinforcement learning for speaker localisation with the iCub humanoid robot Jonas Gonzalez-Billandon, Lukas Grasse, Matthew Tata, Alessandra Sciutti, Francesco Rea arXiv_AI arXiv_AI Recognition Reinforcement_Learning Speech Self-Supervised Pose Face Action Deep_Learning Speech_Recognition Autonomous PDF
2020-11-12 The CUHK-TUDELFT System for The SLT 2021 Children Speech Recognition Challenge Si-Ioi Ng, Wei Liu, Zhiyuan Peng, Siyuan Feng, Hing-Pang Huang, Odette Scharenborg, Tan Lee arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Attention Speech_Recognition Language_Model PDF
2020-11-11 Efficient Knowledge Distillation for RNN-Transducer Models Sankaran Panchapagesan, Daniel S. Park, Chung-Cheng Chiu, Yuan Shangguan, Qiao Liang, Alexander Gruenstein arXiv_SD arXiv_SD Recognition Sparse RNN Knowledge Speech Pose Speech_Recognition PDF
2020-11-11 Text Augmentation for Language Models in High Error Recognition Scenario Karel Beneš, Lukáš Burget arXiv_CL arXiv_CL Recognition Speech Attention Speech_Recognition Language_Model Prediction PDF
2020-11-11 On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Jisi Zhang, Catalin Zorila, Rama Doddipatla, Jon Barker arXiv_CL arXiv_CL Recognition Speech Pose Action Speech_Recognition CNN PDF
2020-11-11 FAT: Training Neural Networks for Reliable Inference Under Hardware Faults Ussama Zahid, Giulio Gambardella, Nicholas J. Fraser, Michaela Blott, Kees Vissers arXiv_CV arXiv_CV Recognition Speech Classification Speech_Recognition Medical CNN Image_Classification Inference PDF
2020-11-11 Recurrent Deep Stacking Networks for Speech Recognition Peidong Wang, Zhongqiu Wang, Deliang Wang arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2020-11-11 Incorporating Language Level Information into Acoustic Models Peidong Wang, Deliang Wang arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition PDF
2020-11-11 Towards Semi-Supervised Semantics Understanding from Speech Cheng-I Lai, Jin Cao, Sravan Bodapati, Shang-Wen Li arXiv_AI arXiv_AI Recognition Bert Speech Self-Supervised Pose Speech_Recognition Language_Model PDF
2020-11-10 Simultaneous Speech-to-Speech Translation System with Neural Incremental ASR, MT, and TTS Katsuhito Sudoh, Takatomo Kano, Sashi Novitasari, Tomoya Yanagita, Sakriani Sakti, Satoshi Nakamura arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2020-11-09 Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig arXiv_SD arXiv_SD Recognition RNN Knowledge Speech Speech_Recognition Inference PDF
2020-11-09 Personalized Query Rewriting in Conversational AI Agents Alireza Roshan-Ghias, Clint Solomon Mathialagan, Pragaash Ponnusamy, Lambert Mathias, Chenlei Guo arXiv_AI arXiv_AI Recognition Speech Pose Action Attention Speech_Recognition PDF
2020-11-09 Data Augmentation For Children's Speech Recognition -- The 'Ethiopian' System For The SLT 2021 Children Speech Recognition Challenge Guoguo Chen, Xingyu Na, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Sifan Ma, Yujun Wang arXiv_SD arXiv_SD Recognition Speech Pose GAN Speech_Recognition PDF
2020-11-09 Neural Architecture Search with an Efficient Multiobjective Evolutionary Framework Maria Baldeon Calisto, Susana Lai-Yuen arXiv_AI arXiv_AI NAS Segmentation Recognition 3D Optimization Speech Pose Classification Deep_Learning Speech_Recognition Image_Classification PDF
2020-11-09 Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition Cunhang Fan, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Bin Liu, Zhengqi Wen arXiv_CL arXiv_CL Transformer Enhancement Recognition Speech Pose Speech_Recognition PDF
2020-11-09 Efficient End-to-End Speech Recognition Using Performers in Conformers Peidong Wang, DeLiang Wang arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Speech_Recognition PDF
2020-11-08 Listen, Look and Deliberate: Visual context-aware speech recognition using pre-trained text-video representations Shahram Ghorbani, Yashesh Gaur, Yu Shi, Jinyu Li arXiv_SD arXiv_SD Embedding Recognition Speech Self-Supervised Pose Attention Speech_Recognition PDF
2020-11-08 On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals arXiv_CL arXiv_CL Transformer Recognition Speech Relation Attention Speech_Recognition PDF
2020-11-08 Stochastic Attention Head Removal: A Simple and Effective Method for Improving Automatic Speech Recognition with Transformers Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Speech_Recognition PDF
2020-11-07 Dual Application of Speech Enhancement for Automatic Speech Recognition Ashutosh Pandey, Chunxi Liu, Yun Wang, Yatharth Saraf arXiv_SD arXiv_SD Enhancement Recognition RNN Speech Pose Speech_Recognition CNN PDF
2020-11-07 ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration Chenda Li, Jing Shi, Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Naoyuki Kamo, Moto Hira, Tomoki Hayashi, Christoph Boeddeker, Zhuo Chen, Shinji Watanabe arXiv_SD arXiv_SD Enhancement Recognition Speech Pose Action Denoising Speech_Recognition PDF
2020-11-07 Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages Akshat Gupta, Xinjian Li, Sai Krishna Rallabandi, Alan W Black arXiv_AI arXiv_AI Recognition Speech Pose Classification Speech_Recognition PDF
2020-11-05 Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka arXiv_SD arXiv_SD Recognition Optimization Speech Pose Attention Speech_Recognition PDF
2020-11-05 Improving RNN Transducer Based ASR with Auxiliary Tasks Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose Speech_Recognition Prediction PDF
2020-11-05 Alignment Restricted Streaming Recurrent Neural Network Transducer Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer arXiv_AI arXiv_AI Recognition RNN Speech Pose Speech_Recognition PDF
2020-11-05 Domain Adaptation Using Class Similarity for Robust Speech Recognition Han Zhu, Jiangjiang Zhao, Yuling Ren, Li Wang, Pengyuan Zhang arXiv_CL arXiv_CL Recognition Regularization Knowledge Speech Pose Speech_Recognition PDF
2020-11-05 Multi-Accent Adaptation based on Gate Mechanism Han Zhu, Li Wang, Pengyuan Zhang, Yonghong Yan arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Inference Prediction PDF
2020-11-04 Paralinguistic Privacy Protection at the Edge Ranya Aloufi, Hamed Haddadi, David Boyle arXiv_CL arXiv_CL Quantization Recognition Optimization Represenation_Learning Speech Emotion Face Action Speech_Recognition PDF
2020-11-04 Data Augmentation for End-to-end Code-switching Speech Recognition Chenpeng Du, Hao Li, Yizhou Lu, Lan Wang, Yanmin Qian arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2020-11-04 Cross-Lingual Machine Speech Chain for Javanese, Sundanese, Balinese, and Bataks Speech Recognition and Synthesis Sashi Novitasari, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura arXiv_CL arXiv_CL Recognition Speech Pose Face Speech_Recognition PDF
2020-11-04 Sequence-to-Sequence Learning via Attention Transfer for Incremental Speech Recognition Sashi Novitasari, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura arXiv_CL arXiv_CL Recognition Speech Pose Attention Speech_Recognition PDF
2020-11-04 Incremental Machine Speech Chain Towards Enabling Listening while Speaking in Real-time Sashi Novitasari, Andros Tjandra, Tomoya Yanagita, Sakriani Sakti, Satoshi Nakamura arXiv_CL arXiv_CL Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2020-11-04 Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework Johanes Effendi, Andros Tjandra, Sakriani Sakti, Satoshi Nakamura arXiv_CL arXiv_CL Recognition Image_Retrieval Speech Pose Speech_Recognition PDF
2020-11-04 Frustratingly Easy Noise-aware Training of Acoustic Models Desh Raj, Jesus Villalba, Daniel Povey, Sanjeev Khudanpur arXiv_SD arXiv_SD Embedding Recognition Speech Pose Speech_Recognition PDF
2020-11-03 Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2020-11-03 Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition PDF
2020-11-03 Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong arXiv_CL arXiv_CL Recognition RNN Speech Pose Attention Speech_Recognition Language_Model PDF
2020-11-03 Unsupervised Pattern Discovery from Thematic Speech Archives Based on Multilingual Bottleneck Features Man-Ling Sung, Siyuan Feng, Tan Lee arXiv_CL arXiv_CL Segmentation Unsupervised Recognition Speech Pose Speech_Recognition PDF
2020-11-03 Warped Language Models for Noise Robust Language Understanding Mahdi Namazifar, Gokhan Tur, Dilek Hakkani Tür arXiv_AI arXiv_AI Recognition Speech Self-Supervised Speech_Recognition Language_Model PDF
2020-11-03 Improving RNN transducer with normalized jointer network Mingkun Huang, Jun Zhang, Meng Cai, Yang Zhang, Jiali Yao, Yongbin You, Yi He, Zejun Ma arXiv_SD arXiv_SD Transformer Recognition RNN Speech Pose Speech_Recognition Language_Model PDF
2020-11-03 Dynamic latency speech recognition with asynchronous revision Mingkun Huang, Meng Cai, Jun Zhang, Yang Zhang, Yongbin You, Yi He, Zejun Ma arXiv_SD arXiv_SD Recognition Speech Pose Speech_Recognition CNN Inference PDF
2020-11-03 Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition Ching-Feng Yeh, Yongqiang Wang, Yangyang Shi, Chunyang Wu, Frank Zhang, Julian Chan, Michael L. Seltzer arXiv_CL arXiv_CL Recognition Knowledge Speech Pose Attention Speech_Recognition PDF
2020-11-02 DNN-Based Semantic Model for Rescoring N-best Speech Recognition List Dominique Fohr, Irina Illina arXiv_CL arXiv_CL Embedding Recognition Bert RNN Speech Pose Relation Speech_Recognition Language_Model PDF
2020-11-02 Adapting Pretrained Transformer to Lattices for Spoken Language Understanding Chao-Wei Huang, Yun-Nung Chen arXiv_AI arXiv_AI Transformer Segmentation Recognition Speech Pose Speech_Recognition Language_Model PDF
2020-11-02 Multitask Learning and Joint Optimization for Transformer-RNN-Transducer Speech Recognition Jae-Jin Jeon, Eesung Kim arXiv_SD arXiv_SD Transformer Recognition Optimization RNN Speech Pose Speech_Recognition Prediction PDF
2020-11-02 Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation Hang Le, Juan Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Speech_Recognition PDF
2020-10-31 Multilingual Bottleneck Features for Improving ASR Performance of Code-Switched Speech in Under-Resourced Languages Trideba Padhi, Astik Biswas, Febe De Wet, Ewald van der Westhuizen, Thomas Niesler arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2020-10-30 Joint Masked CPC and CTC Training for ASR Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, Gabriel Synnaeve arXiv_CL arXiv_CL Unsupervised Recognition Regularization Speech Self-Supervised Classification Speech_Recognition PDF
2020-10-30 Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Yong Xu, Shi-Xiong Zhang, Dong Yu arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Prediction PDF
2020-10-30 Streaming Simultaneous Speech Translation with Augmented Memory Transformer Xutai Ma, Yongqiang Wang, Mohammad Javad Dousti, Philipp Koehn, Juan Pino arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Speech_Recognition PDF
2020-10-30 Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2020-10-29 Interpretable Representation Learning for Speech and Audio Signals Based on Relevance Weighting Purvi Agrawal, Sriram Ganapathy arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Pose Classification Speech_Recognition CNN PDF
2020-10-29 Robust Raw Waveform Speech Recognition Using Relevance Weighted Representations Purvi Agrawal, Sriram Ganapathy arXiv_SD arXiv_SD Recognition Speech Speech_Recognition CNN PDF
2020-10-29 Semi-Supervised Speech Recognition via Graph-based Temporal Classification Niko Moritz, Takaaki Hori, Jonathan Le Roux arXiv_CL arXiv_CL Recognition Speech Pose Classification Speech_Recognition PDF
2020-10-29 May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance Micaela Kaplan arXiv_CL arXiv_CL Embedding Recognition RNN Speech Speech_Recognition PDF
2020-10-28 Fusion Models for Improved Visual Captioning Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow arXiv_AI arXiv_AI Image_Caption Recognition Bert Speech Pose Speech_Recognition Caption Language_Model PDF
2020-10-28 Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input Xingchen Song, Zhiyong Wu, Yiheng Huang, Chao Weng, Dan Su, Helen Meng arXiv_CL arXiv_CL Transformer Recognition Speech Pose Speech_Recognition Inference Prediction PDF
2020-10-28 INT8 Winograd Acceleration for Conv1D Equipped ASR Models Deployed on Mobile Devices Yiwu Yao, Yuchao Li, Chengyu Wang, Tianhang Yu, Houjiang Chen, Xiaotang Jiang, Jun Yang, Jun Huang, Wei Lin, Hui Shu, Chengfei Lv arXiv_CL arXiv_CL Quantization Recognition Optimization Knowledge Speech Pose Speech_Recognition Inference PDF
2020-10-28 Decoupling Pronunciation and Language for End-to-end Code-switching Automatic Speech Recognition Shuai Zhang, Jiangyan Yi, Zhengkun Tian, Ye Bai, Jianhua Tao, Zhengqi wen arXiv_CL arXiv_CL Transformer Recognition Speech Pose Attention Speech_Recognition PDF
2020-10-28 CASS-NAT: CTC Alignment-based Single Step Non-autoregressive Transformer for Speech Recognition Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao arXiv_CL arXiv_CL Transformer Embedding Recognition Speech Pose Speech_Recognition Inference PDF
2020-10-27 Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications Yongqiang Wang, Yangyang Shi, Frank Zhang, Chunyang Wu, Julian Chan, Ching-Feng Yeh, Alex Xiao arXiv_CL arXiv_CL Transformer Recognition Video_Caption RNN Speech Action Speech_Recognition Caption Inference PDF
2020-10-27 Cascaded encoders for unifying streaming and non-streaming ASR Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition PDF
2020-10-27 Multitask Training with Text Data for End-to-End Speech Recognition Peidong Wang, Tara N. Sainath, Ron J. Weiss arXiv_CL arXiv_CL Recognition Speech Pose Attention Speech_Recognition Language_Model Prediction PDF
2020-10-27 Emotion recognition by fusing time synchronous and time asynchronous representations Wen Wu, Chao Zhang, Philip C. Woodland arXiv_CL arXiv_CL Embedding Recognition Speech Pose Emotion Classification Relation Speech_Recognition PDF
2020-10-27 Universal ASR: Unifying Streaming and Non-Streaming ASR Using a Single Encoder-Decoder Model Zhifu Gao, Shiliang Zhang, Ming Lei, Ian McLoughlin arXiv_SD arXiv_SD Recognition Speech Pose Attention Speech_Recognition PDF
2020-10-27 Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning Dongwei Jiang, Wubo Li, Miao Cao, Ruixiong Zhang, Wei Zou, Kun Han, Xiangang Li arXiv_CL arXiv_CL Reconstruction Recognition Represenation_Learning Knowledge Speech Self-Supervised Pose Emotion Speech_Recognition PDF
2020-10-26 Recent Developments on ESPnet Toolkit Boosted by Conformer Pengcheng Guo, Florian Boyer, Xuankai Chang, Tomoki Hayashi, Yosuke Higuchi, Hirofumi Inaguma, Naoyuki Kamo, Chenda Li, Daniel Garcia-Romero, Jiatong Shi, Jing Shi, Shinji Watanabe, Kun Wei, Wangyou Zhang, Yuekai Zhang arXiv_SD arXiv_SD Transformer Recognition Speech Pose Speech_Recognition PDF
2020-10-26 Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Inference Language_Model PDF
2020-10-26 Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee arXiv_SD arXiv_SD Recognition RNN Salient Speech Pose Action Relation Speech_Recognition CNN PDF
2020-10-26 Improved Mask-CTC for Non-Autoregressive End-to-End ASR Yosuke Higuchi, Hirofumi Inaguma, Shinji Watanabe, Tetsuji Ogawa, Tetsunori Kobayashi arXiv_CL arXiv_CL Recognition Speech Pose Classification Speech_Recognition Inference PDF
2020-10-25 IR-GAN: Room Impulse Response Generator for Speech Augmentation Anton Ratnarajah, Zhenyu Tang, Dinesh Manocha arXiv_SD arXiv_SD Recognition Adversarial Speech Pose GAN Speech_Recognition PDF
2020-10-25 Two-stage Textual Knowledge Distillation to Speech Encoder for Spoken Language Understanding Seongbin Kim, Gyuwan Kim, Seongjin Shin, Sangmin Lee arXiv_CL arXiv_CL Recognition Bert Knowledge Speech Pose Speech_Recognition PDF
2020-10-25 Probing Acoustic Representations for Phonetic Properties Danni Ma, Neville Ryant, Mark Liberman arXiv_SD arXiv_SD Recognition Speech Pose Classification Speech_Recognition PDF
2020-10-24 Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment Ethan A. Chi, Julian Salazar, Katrin Kirchhoff arXiv_CL arXiv_CL Transformer Recognition Speech Pose Classification Speech_Recognition Matching PDF
2020-10-24 Auxiliary Sequence Labeling Tasks for Disfluency Detection Dongyub Lee, Byeongil Ko, Myeong Cheol Shin, Taesun Whang, Daniel Lee, Eun Hwa Kim, EungGyun Kim, Jaechoon Jo arXiv_CL arXiv_CL Recognition Speech Pose Detection Speech_Recognition PDF
2020-10-23 On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer Liang Lu, Zhong Meng, Naoyuki Kanda, Jinyu Li, Yifan Gong arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Inference Language_Model PDF
2020-10-23 Speech Activity Detection Based on Multilingual Speech Recognition System Seyyed Saeed Sarfjoo, Srikanth Madikeri, Petr Motlicek arXiv_SD arXiv_SD Recognition Speech Pose Detection Speech_Recognition Activity PDF
2020-10-23 Transformer-based End-to-End Speech Recognition with Local Dense Synthesizer Attention Menglong Xu, Shengqiang Li, Xiao-Lei Zhang arXiv_CL arXiv_CL Transformer Recognition Speech Pose Action Attention Speech_Recognition PDF
2020-10-23 Enriching Under-Represented Named-Entities To Improve Speech Recognition Performance Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Aishan Wumaier, Eng Siong Chng arXiv_SD arXiv_SD Embedding Recognition RNN Speech Pose GAN Speech_Recognition Language_Model PDF
2020-10-22 How Phonotactics Affect Multilingual and Zero-shot ASR Performance Siyuan Feng, Piotr Żelasko, Laureano Moro-Velázquez, Ali Abavisani, Mark Hasegawa-Johnson, Odette Scharenborg, Najim Dehak arXiv_CL arXiv_CL Transformer Recognition Zero-Shot Speech Speech_Recognition Language_Model PDF
2020-10-22 Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data Thibault Doutre, Wei Han, Min Ma, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Arun Narayanan, Ananya Misra, Yu Zhang, Liangliang Cao arXiv_CL arXiv_CL Unsupervised Recognition RNN Knowledge Speech Pose Speech_Recognition PDF
2020-10-22 Rethinking Evaluation in ASR: Are Our Models Robust Enough? Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2020-10-22 MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation Junkun Chen, Mingbo Ma, Renjie Zheng, Liang Huang arXiv_CL arXiv_CL Recognition Speech Self-Supervised Pose Speech_Recognition PDF
2020-10-22 Self-training and Pre-training are Complementary for Speech Recognition Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli arXiv_SD arXiv_SD Unsupervised Recognition Speech Speech_Recognition PDF
2020-10-22 Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition Qiujia Li, David Qiu, Yu Zhang, Bo Li, Yanzhang He, Philip C. Woodland, Liangliang Cao, Trevor Strohman arXiv_CL arXiv_CL Recognition Speech Pose Attention Speech_Recognition Language_Model PDF
2020-10-22 Robust Text-Dependent Speaker Verification via Character-Level Information Preservation for the SdSV Challenge 2020 Sung Hwan Mun, Woo Hyun Kang, Min Hyun Han, Nam Soo Kim arXiv_SD arXiv_SD Embedding Recognition Speech Pose Speech_Recognition PDF
2020-10-22 Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset Xie Chen, Yu Wu, Zhenghao Wang, Shujie Liu, Jinyu Li arXiv_CL arXiv_CL Transformer Recognition RNN Speech Attention Speech_Recognition Inference PDF
2020-10-21 LSTM-LM with Long-Term History for First-Pass Decoding in Conversational Speech Recognition Xie Chen, Sarangarajan Parthasarathy, William Gale, Shuangyu Chang, Michael Zeng arXiv_CL arXiv_CL Recognition RNN Speech Pose Speech_Recognition Language_Model PDF
2020-10-21 A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks Yun Tang, Juan Pino, Changhan Wang, Xutai Ma, Dmitriy Genzel arXiv_CL arXiv_CL Recognition Knowledge Speech Pose Denoising Attention GAN Speech_Recognition PDF
2020-10-21 Cascaded Models With Cyclic Feedback For Direct Speech Translation Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2020-10-21 FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang arXiv_AI arXiv_AI Transformer Recognition Optimization RNN Regularization Speech Pose Speech_Recognition Prediction PDF
2020-10-21 Sentence Boundary Augmentation For Neural Machine Translation Robustness Daniel Li, Te I, Naveen Arivazhagan, Colin Cherry, Dirk Padfield arXiv_CL arXiv_CL Segmentation Recognition Speech Pose NMT Speech_Recognition PDF
2020-10-21 Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin Daniel Ajisafe, Oluwabukola Adegboro, Esther Oduntan, Tayo Arulogun arXiv_AI arXiv_AI Recognition Speech Classification Speech_Recognition PDF
2020-10-21 Knowledge Distillation for Improved Accuracy in Spoken Question Answering Chenyu You, Nuo Chen, Yuexian Zou arXiv_AI arXiv_AI Recognition Knowledge Speech Speech_Recognition Language_Model QA PDF
2020-10-21 Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi, Yongqiang Wang, Chunyang Wu, Ching-Feng Yeh, Julian Chan, Frank Zhang, Duc Le, Mike Seltzer arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose Attention Speech_Recognition PDF
2020-10-21 VENOMAVE: Clean-Label Poisoning Against Speech Recognition Hojjat Aghakhani, Thorsten Eisenhofer, Lea Schönherr, Dorothea Kolossa, Thorsten Holz, Christopher Kruegel, Giovanni Vigna arXiv_SD arXiv_SD Recognition Adversarial Speech Action Classification Speech_Recognition PDF
2020-10-20 Knowledge Transfer for Efficient On-device False Trigger Mitigation Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik arXiv_SD arXiv_SD Recognition RNN Knowledge Speech Pose Attention Speech_Recognition PDF
2020-10-20 Speaker Separation Using Speaker Inventories and Estimated Speech Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong arXiv_CL arXiv_CL Recognition Speech Pose Action Speech_Recognition PDF
2020-10-20 Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang, James Qin, Daniel S. Park, Wei Han, Chung-Cheng Chiu, Ruoming Pang, Quoc V. Le, Yonghui Wu arXiv_SD arXiv_SD Recognition Speech Speech_Recognition PDF
2020-10-20 Replacing Human Audio with Synthetic Audio for On-device Unspoken Punctuation Prediction Daria Soboleva, Ondrej Skopek, Márius Šajgalík, Victor Cărbune, Felix Weissenberger, Julia Proskurnia, Bogdan Prisacari, Daniel Valcarce, Justin Lu, Rohit Prabhavalkar, Balint Miklos arXiv_CL arXiv_CL Embedding Recognition Speech Speech_Recognition Prediction PDF
2020-10-19 Reduce and Reconstruct: Improving Low-resource End-to-end ASR Via Reconstruction Using Reduced Vocabularies Anuj Diwan, Preethi Jyothi arXiv_AI arXiv_AI Reconstruction Recognition Speech Pose Speech_Recognition PDF
2020-10-19 Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard Zoltán Tüske, George Saon, Kartik Audhkhasi, Brian Kingsbury arXiv_CL arXiv_CL Recognition RNN Regularization Speech Attention Speech_Recognition Language_Model PDF
2020-10-18 Towards Data Distillation for End-to-end Spoken Conversational Question Answering Chenyu You, Nuo Chen, Fenglin Liu, Dongchao Yang, Yuexian Zou arXiv_AI arXiv_AI Recognition Knowledge Speech Pose Action Speech_Recognition QA PDF
2020-10-17 Studying the Similarity of COVID-19 Sounds based on Correlation Analysis of MFCC Mohamed Bader, Ismail Shahin, Abdelfatah Hassan arXiv_CL arXiv_CL Recognition Speech Action Deep_Learning Relation Speech_Recognition PDF
2020-10-16 Multimodal Speech Recognition with Unstructured Audio Masking Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Caption PDF
2020-10-15 Lightweight End-to-End Speech Recognition from Raw Audio Data Using Sinc-Convolutions Ludwig Kürzinger, Nicolas Lindae, Palle Klewitz, Gerhard Rigoll arXiv_SD arXiv_SD Recognition Speech Pose Action Attention Speech_Recognition PDF
2020-10-14 Towards Resistant Audio Adversarial Examples Tom Dörr, Karla Markert, Nicolas M. Müller, Konstantin Böttinger arXiv_SD arXiv_SD Recognition Adversarial Speech Speech_Recognition PDF
2020-10-14 Exploiting Spectral Augmentation for Code-Switched Spoken Language Identification Pradeep Rangan, Sundeep Teki, Hemant Misra arXiv_CL arXiv_CL Recognition Speech Pose Action GAN Speech_Recognition PDF
2020-10-14 Google Crowdsourced Speech Corpora and Related Open-Source Resources for Low-Resource Languages and Dialects: An Overview Alena Butryna, Shan-Hui Cathy Chu, Isin Demirsahin, Alexander Gutkin, Linne Ha, Fei He, Martin Jansche, Cibu Johny, Anna Katanova, Oddur Kjartansson, Chenfang Li, Tatiana Merkulova, Yin May Oo, Knot Pipatsrisawat, Clara Rivera, Supheakmungkol Sarin, Pasindu de Silva, Keshan Sodimana, Richard Sproat, Theeraphol Wattanavekin, Jaka Aris Eko Wibawa arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2020-10-12 Universal ASR: Unify and Improve Streaming ASR with Full-context Modeling Jiahui Yu, Wei Han, Anmol Gulati, Chung-Cheng Chiu, Bo Li, Tara N. Sainath, Yonghui Wu, Ruoming Pang arXiv_AI arXiv_AI Transformer Recognition Knowledge Speech Pose Speech_Recognition PDF
2020-10-12 Improving Low Resource Code-switched ASR using Augmented Code-switched TTS Yash Sharma, Basil Abraham, Karan Taneja, Preethi Jyothi arXiv_CL arXiv_CL Recognition Speech Pose Attention Speech_Recognition Prediction PDF
2020-10-12 A Lightweight Speaker Recognition System Using Timbre Properties Abu Quwsar Ohi, M. F. Mridha, Md. Abdul Hamid, Muhammad Mostafa Monowar, Dongsu Lee, Jinsul Kim arXiv_AI arXiv_AI Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2020-10-11 fairseq S2T: Fast Speech-to-Text Modeling with fairseq Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Pino arXiv_CL arXiv_CL Transformer Transfer_Learning Recognition RNN Speech Speech_Recognition Inference Language_Model PDF
2020-10-08 Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling Jonathan Shen, Ye Jia, Mike Chrzanowski, Yu Zhang, Isaac Elias, Heiga Zen, Yonghui Wu arXiv_CL arXiv_CL Unsupervised Recognition Speech Pose Attention Speech_Recognition Inference PDF
2020-10-08 Gender domain adaptation for automatic speech recognition task Sokolov Artem, Andrey V. Savchenko arXiv_SD arXiv_SD Transformer Embedding Recognition Speech Speech_Recognition PDF
2020-10-08 Population Based Training for Data Augmentation and Regularization in Speech Recognition Daniel Haziza, Jérémy Rapin, Gabriel Synnaeve arXiv_CL arXiv_CL Recognition Optimization Regularization Speech Speech_Recognition PDF
2020-10-08 Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux arXiv_AI arXiv_AI Transfer_Learning Recognition Speech Face Classification Speech_Recognition CNN PDF
2020-10-07 Domain Adversarial Neural Networks for Dysarthric Speech Recognition Dominika Woszczyk, Stavros Petridis, David Millard arXiv_CL arXiv_CL Recognition Adversarial Speech Classification Speech_Recognition PDF
2020-10-07 WER we are and WER we think we are Piotr Szymański, Piotr Żelasko, Mikolaj Morzy, Adrian Szymczak, Marzena Żyła-Hoppe, Joanna Banaszczak, Lukasz Augustyniak, Jan Mizgajski, Yishay Carmiel arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2020-10-07 Transformer Transducer: One Model Unifying Streaming and Non-streaming Speech Recognition Anshuman Tripathi, Jaeyoung Kim, Qian Zhang, Han Lu, Hasim Sak arXiv_SD arXiv_SD Transformer Recognition Optimization Speech Pose Speech_Recognition Inference PDF
2020-10-06 The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS Wen-Chin Huang, Tomoki Hayashi, Shinji Watanabe, Tomoki Toda arXiv_CL arXiv_CL Recognition Speech Speech_Recognition PDF
2020-10-05 Fine-Grained Grounding for Multimodal Speech Recognition Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Caption PDF
2020-10-04 Explaining Deep Neural Networks Oana-Maria Camburu arXiv_AI arXiv_AI Recognition Speech Speech_Recognition Prediction PDF
2020-10-03 Online Neural Networks for Change-Point Detection Mikhail Hushchyn, Kenenbek Arzymatov, Denis Derkach arXiv_AI arXiv_AI Recognition Speech Pose Detection Speech_Recognition PDF
2020-10-01 Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models Thai Binh Nguyen, Quang Minh Nguyen, Thi Thu Hien Nguyen, Quoc Truong Do, Chi Mai Luong arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2020-09-30 End-to-End Spoken Language Understanding Without Full Transcripts Hong-Kwang J. Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis Lastras arXiv_CL arXiv_CL Recognition Speech Attention Speech_Recognition PDF
2020-09-29 The design and implementation of Language Learning Chatbot with XAI using Ontology and Transfer Learning Nuobei Shi, Qin Zeng, Raymond Lee arXiv_AI arXiv_AI Transfer_Learning Recognition Speech Pose Ontology Speech_Recognition Language_Model QA PDF
2020-09-28 A Study on Lip Localization Techniques used for Lip reading from a Video S.D. Lalitha, K.K. Thyagharajan arXiv_CV arXiv_CV Tracking Recognition Speech Face Speech_Recognition PDF
2020-09-23 FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning Tedd Kourkounakis, Amirhossein Hajavi, Ali Etemad arXiv_SD arXiv_SD Recognition Speech Pose Deep_Learning Detection Relation Attention Speech_Recognition CNN Language_Model PDF
2020-09-22 A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline Yerbolat Khassanov, Saida Mussakhojayeva, Almas Mirzakhmetov, Alen Adiyev, Mukhamet Nurpeiissov, Huseyin Atakan Varol arXiv_CL arXiv_CL Recognition Speech Face Speech_Recognition PDF
2020-09-22 End-to-End Speech Recognition and Disfluency Removal Paria Jamshid Lou, Mark Johnson arXiv_CL arXiv_CL Recognition Speech Pose Detection Speech_Recognition PDF
2020-09-22 End-to-End Learning of Speech 2D Feature-Trajectory for Prosthetic Hands Mohsen Jafarzadeh, Yonas Tadesse arXiv_SD arXiv_SD Recognition Optimization Speech Pose Relation Speech_Recognition CNN PDF
2020-09-21 End-to-End Speaker-Dependent Voice Activity Detection Yefei Chen, Shuai Wang, Yanmin Qian, Kai Yu arXiv_SD arXiv_SD Recognition Speech Pose Detection Speech_Recognition Activity Inference PDF
2020-09-21 SDST: Successive Decoding for Speech-to-text Translation Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li arXiv_CL arXiv_CL Recognition Speech Pose Attention Speech_Recognition PDF
2020-09-21 End-to-End Bengali Speech Recognition Sayan Mandal, Sarthak Yadav, Atul Rai arXiv_SD arXiv_SD Recognition RNN Speech Pose Deep_Learning Speech_Recognition PDF
2020-09-14 EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition Chengyu Wang, Mengli Cheng, Xu Hu, Jun Huang arXiv_AI arXiv_AI Recognition Speech Face Speech_Recognition Inference PDF
2020-09-10 SWP-Leaf NET: a novel multistage approach for plant leaf identification based on deep learning Ali Beikmohammadi, Karim Faez, Ali Motallebi arXiv_CV arXiv_CV Recognition Speech Pose Action Classification Deep_Learning Speech_Recognition PDF
2020-09-10 Multi-modal embeddings using multi-task learning for emotion recognition Aparna Khare, Srinivas Parthasarathy, Shiva Sundaram arXiv_CL arXiv_CL Transformer Embedding Recognition Speech Emotion Speech_Recognition Language_Model PDF
2020-09-09 VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition Quan Wang, Ignacio Lopez Moreno, Mert Saglam, Kevin Wilson, Alan Chiao, Renjie Liu, Yanzhang He, Wei Li, Jason Pelecanos, Marily Nika, Alexander Gruenstein arXiv_SD arXiv_SD Recognition Speech Pose Face Speech_Recognition Inference PDF
2020-09-09 Unmanned Aerial Vehicle Control Through Domain-based Automatic Speech Recognition Ruben Contreras, Angel Ayala, Francisco Cruz arXiv_AI arXiv_AI Recognition Speech Pose Face Action_Recognition Action Speech_Recognition Drone Matching PDF
2020-09-08 Predictions of Subjective Ratings and Spoofing Assessments of Voice Conversion Challenge 2020 Submissions Rohan Kumar Das, Tomi Kinnunen, Wen-Chin Huang, Zhenhua Ling, Junichi Yamagishi, Yi Zhao, Xiaohai Tian, Tomoki Toda arXiv_SD arXiv_SD Embedding Recognition Speech Relation Speech_Recognition Prediction PDF
2020-09-07 An End-to-end Architecture of Online Multi-channel Speech Separation Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo, Lei Xie arXiv_SD arXiv_SD Recognition Speech Pose Action Attention Speech_Recognition PDF
2020-09-07 Robust Spoken Language Understanding with RL-based Value Error Recovery Chen Liu, Su Zhu, Lu Chen, Kai Yu arXiv_AI arXiv_AI Recognition Reinforcement_Learning Speech Pose Speech_Recognition PDF
2020-09-07 KoSpeech: Open-Source Toolkit for End-to-End Korean Speech Recognition Soohwan Kim, Seyoung Bae, Cheolhwang Won arXiv_CL arXiv_CL Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2020-09-07 Robust Digital Envelope Estimation Via Geometric Properties of an Arbitrary Real Signal Carlos Tarjano, Valdecy Pereira arXiv_SD arXiv_SD Recognition Bert Knowledge Speech Pose Classification Detection Speech_Recognition PDF
2020-09-06 Non causal deep learning based dereverberation Jorge Wuth, Richard M. Stern, Nestor Becerra Yoma arXiv_SD arXiv_SD Recognition RNN Speech Pose Deep_Learning Speech_Recognition Prediction PDF
2020-09-06 Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation Akhil Mathur, Fahim Kawsar, Nadia Berthouze, Nicholas D. Lane arXiv_AI arXiv_AI Unsupervised Recognition Speech Speech_Recognition PDF
2020-09-06 Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling Songxiang Liu, Yuewen Cao, Disong Wang, Xixin Wu, Xunying Liu, Helen Meng arXiv_CL arXiv_CL Recognition Speech Pose Classification Few-Shot Attention Speech_Recognition PDF
2020-09-03 Knowing What to Listen to: Early Attention for Deep Speech Representation Learning Amirhossein Hajavi, Ali Etemad arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Pose Emotion Deep_Learning Attention Speech_Recognition PDF
2020-09-03 Voice Conversion by Cascading Automatic Speech Recognition and Text-to-Speech Synthesis with Prosody Transfer Jing-Xuan Zhang, Li-Juan Liu, Yan-Nian Chen, Ya-Jun Hu, Yuan Jiang, Zhen-Hua Ling, Li-Rong Dai arXiv_SD arXiv_SD Transformer Recognition Speech Pose Speech_Recognition PDF
2020-09-02 Convolutional Speech Recognition with Pitch and Voice Quality Features Guillermo Cámbara, Jordi Luque, Mireia Farrús arXiv_AI arXiv_AI Recognition Knowledge Speech Emotion Face Speech_Recognition CNN PDF
2020-09-02 Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance Andrew J. Lohn arXiv_AI arXiv_AI Recognition Speech Classification Speech_Recognition Image_Classification PDF
2020-08-30 Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition Wei Li, James Qin, Chung-Cheng Chiu, Ruoming Pang, Yanzhang He arXiv_CL arXiv_CL Transformer Recognition RNN Speech Pose Speech_Recognition Inference PDF
2020-08-29 Data augmentation using prosody and false starts to recognize non-native children's speech Hemant Kathania, Mittul Singh, Tamás Grósz, Mikko Kurimo arXiv_CL arXiv_CL Recognition Speech Speech_Recognition Language_Model PDF
2020-08-26 Optimising AI Training Deployments using Graph Compilers and Containers Nina Mujkanovic, Karthee Sivalingam, Alfio Lazzaro arXiv_AI arXiv_AI Recognition Review Speech Deep_Learning Speech_Recognition PDF
2020-08-25 Learned Transferable Architectures Can Surpass Hand-Designed Architectures for Large Scale Speech Recognition Liqiang He, Dan Su, Dong Yu arXiv_SD arXiv_SD NAS Recognition Knowledge Speech Pose Speech_Recognition PDF
2020-08-25 Aphasic Speech Recognition using a Mixture of Speech Intelligibility Experts Matthew Perez, Zakaria Aldeneh, Emily Mower Provost arXiv_SD arXiv_SD Recognition Speech Pose Action Detection Object_Detection Speech_Recognition PDF
2020-08-24 Machine Semiotics Peter Klimczak, Günther Wirsching, Peter beim Graben arXiv_AI arXiv_AI Recognition Knowledge Speech Action Speech_Recognition PDF
2020-08-19 Cross-Utterance Language Models with Acoustic Error Sampling G. Sun, C. Zhang, P. C. Woodland arXiv_CL arXiv_CL Recognition RNN Speech Pose Action Speech_Recognition Language_Model PDF
2020-08-18 A Real-time Robot-based Auxiliary System for Risk Evaluation of COVID-19 Infection Wenqi Wei, Jianzong Wang, Jiteng Ma, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD Recognition Speech Pose Action Classification Detection Speech_Recognition PDF
2020-08-18 Are Neural Open-Domain Dialog Systems Robust to Speech Recognition Errors in the Dialog History? An Empirical Study Karthik Gopalakrishnan, Behnam Hedayatnia, Longshaokan Wang, Yang Liu, Dilek Hakkani-Tur arXiv_AI arXiv_AI Transformer Recognition Knowledge Speech