Title
Continuous Streaming Multi-Talker ASR with Dual-path Transducers Desh Raj Liang Lu Zhuo Chen Yashesh Gaur Jinyu Li 24 17 0 17 Sep 2021
Tied & Reduced RNN-T Decoder Rami Botros Tara N. Sainath R. David Emmanuel Guzman Wei Li Yanzhang He 38 55 0 15 Sep 2021
Non-autoregressive Transformer with Unified Bidirectional Decoder for Automatic Speech Recognition Chuan-Fei Zhang Yong-Jin Liu Tianren Zhang Songlu Chen Feng Chen Xu-Cheng Yin 24 8 0 14 Sep 2021
Adversarial Parameter Defense by Multi-Step Risk Minimization Zhiyuan Zhang Ruixuan Luo Xuancheng Ren Qi Su Liangyou Li Xu Sun AAML 25 6 0 07 Sep 2021
Coarse-To-Fine And Cross-Lingual ASR Transfer Peter Polák Ondrej Bojar 36 3 0 02 Sep 2021
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition Guangzhi Sun Chao Zhang P. Woodland 33 30 0 01 Sep 2021
Investigations on Speech Recognition Systems for Low-Resource Dialectal Arabic-English Code-Switching Speech Injy Hamed Pavel Denisov C. Li M. Elmahdy Slim Abdennadher Ngoc Thang Vu 38 35 0 29 Aug 2021
Reducing Exposure Bias in Training Recurrent Neural Network Transducers Xiaodong Cui Brian Kingsbury G. Saon David Haws Zoltán Tüske 19 5 0 24 Aug 2021
Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers Juntae Kim Jee-Hye Lee 32 6 0 22 Aug 2021
UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks Against Split Learning Ege Erdogan Alptekin Kupcu A. E. Cicek FedML MIACV 35 79 0 20 Aug 2021
SpecMix : A Mixed Sample Data Augmentation method for Training withTime-Frequency Domain Features Gwantae Kim D. Han Hanseok Ko 50 42 0 06 Aug 2021
The Performance Evaluation of Attention-Based Neural ASR under Mixed Speech Input Bradley He Martin H. Radfar 30 1 0 03 Aug 2021
A Configurable Multilingual Model is All You Need to Recognize All Languages Long Zhou Jinyu Li Eric Sun Shujie Liu 100 40 0 13 Jul 2021
On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models Xiaohui Zhang Vimal Manohar David C. Zhang Frank Zhang Yangyang Shi Nayan Singhal Julian Chan Fuchun Peng Yatharth Saraf M. Seltzer 28 14 0 09 Jul 2021
Relaxed Attention: A Simple Method to Boost Performance of End-to-End Automatic Speech Recognition Timo Lohrenz P. Schwarz Zhengyang Li Tim Fingscheidt 29 11 0 02 Jul 2021
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition Niko Moritz Takaaki Hori Jonathan Le Roux 6 20 0 02 Jul 2021
On joint training with interfaces for spoken language understanding A. Raju Milind Rao Gautam Tiwari Pranav Dheram Bryan Anderson Zhe Zhang Chul Lee Bach Bui Ariya Rastrow VLM 21 11 0 30 Jun 2021
A Survey on Neural Speech Synthesis Xu Tan Tao Qin Frank Soong Tie-Yan Liu AI4TS 23 353 0 29 Jun 2021
Where are we in semantic concept extraction for Spoken Language Understanding? Sahar Ghannay Antoine Caubrière Salima Mdhaffar G. Laperriere Bassam Jabaian Yannick Esteve 17 18 0 24 Jun 2021
QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus Hamdy Mubarak A. Hussein Shammur A. Chowdhury Ahmed M. Ali 24 44 0 24 Jun 2021
End-to-End Spoken Language Understanding for Generalized Voice Assistants Michael Stephen Saxon Samridhi Choudhary Joseph P. McKenna Athanasios Mouchtaris VLM 25 26 0 16 Jun 2021
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition Yosuke Higuchi Niko Moritz Jonathan Le Roux Takaaki Hori VLM 35 51 0 16 Jun 2021
Dynamic Gradient Aggregation for Federated Domain Adaptation Dimitrios Dimitriadis K. Kumatani R. Gmyr Yashesh Gaur Sefik Emre Eskimez FedML 26 5 0 14 Jun 2021
Unsupervised Automatic Speech Recognition: A Review Hanan Aldarmaki Asad Ullah Nazar Zaki VLM SSL 39 57 0 09 Jun 2021
Raw Waveform Encoder with Multi-Scale Globally Attentive Locally Recurrent Networks for End-to-End Speech Recognition Max W. Y. Lam Jun Wang Chao Weng Dan Su Dong Yu 31 6 0 08 Jun 2021
Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition Zhong Meng Yu-Huan Wu Naoyuki Kanda Liang Lu Xie Chen Guoli Ye Eric Sun Jinyu Li Jiawei Liu MoMe 41 21 0 04 Jun 2021
A Benchmarking on Cloud based Speech-To-Text Services for French Speech and Background Noise Effect Binbin Xu Chongyang Tao Z. Feng Youssef Raqui Sylvie Ranwez 27 12 0 07 May 2021
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs Devansh Bisla Apoorva Nandini Saridena A. Choromańska 30 8 0 05 May 2021
Streaming end-to-end speech recognition with jointly trained neural feature enhancement Chanwoo Kim Abhinav Garg Dhananjaya N. Gowda Seongkyu Mun C. Han AuLLM 33 6 0 04 May 2021
Quantifying and Maximizing the Benefits of Back-End Noise Adaption on Attention-Based Speech Recognition Models Coleman Hooper Thierry Tambe Gu-Yeon Wei 12 0 0 03 May 2021
End-to-End Speech Recognition from Federated Acoustic Models Yan Gao Titouan Parcollet Salah Zaiem Javier Fernandez-Marques Pedro Porto Buarque de Gusmão Daniel J. Beutel Nicholas D. Lane 28 43 0 29 Apr 2021
On Addressing Practical Challenges for RNN-Transducer Rui Zhao Jian Xue Jinyu Li Wenning Wei Lei He Jiawei Liu 25 31 0 27 Apr 2021
Sparse Attention with Linear Units Biao Zhang Ivan Titov Rico Sennrich 19 38 0 14 Apr 2021
End-to-end Keyword Spotting using Neural Architecture Search and Quantization David Peter Wolfgang Roth Franz Pernkopf MQ 35 14 0 14 Apr 2021
Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search Yukun Liu Ta Li Pengyuan Zhang Yonghong Yan AI4TS 27 6 0 12 Apr 2021
A Toolbox for Construction and Analysis of Speech Datasets Evelina Bakhturina Vitaly Lavrukhin Boris Ginsburg 30 12 0 11 Apr 2021
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 13 11 0 10 Apr 2021
Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions Jumon Nozaki Tatsuya Komatsu 20 71 0 06 Apr 2021
SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network William Chan Daniel S. Park Chris A. Lee Yu Zhang Quoc V. Le Mohammad Norouzi AI4TS 40 136 0 05 Apr 2021
Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study Zhiqiang Shen Zechun Liu Dejia Xu Zitian Chen Kwang-Ting Cheng Marios Savvides 15 75 0 01 Apr 2021
A study of latent monotonic attention variants Albert Zeyer Ralf Schluter Hermann Ney 24 5 0 30 Mar 2021
Residual Energy-Based Models for End-to-End Speech Recognition Qiujia Li Yu Zhang Bo Li Liangliang Cao P. Woodland 31 14 0 25 Mar 2021
Advancing RNN Transducer Technology for Speech Recognition G. Saon Zoltan Tueske Daniel Bolaños Brian Kingsbury 43 86 0 17 Mar 2021
Towards the evaluation of automatic simultaneous speech translation from a communicative perspective Claudio Fantinuoli Bianca Prandi 22 17 0 15 Mar 2021
OkwuGbé: End-to-End Speech Recognition for Fon and Igbo Bonaventure F. P. Dossou Chris C. Emezue 34 12 0 13 Mar 2021
A Distributed Optimisation Framework Combining Natural Gradient with Hessian-Free for Discriminative Sequence Training Adnan Haider Chao Zhang Florian Kreyssig P. Woodland 11 7 0 12 Mar 2021
End-to-end acoustic modelling for phone recognition of young readers Lucile Gelin Morgane Daniel J. Pinquier Thomas Pellegrini 18 13 0 04 Mar 2021
Incorporating VAD into ASR System by Multi-task Learning Meng Li Xiai Yan Feng Lin VLM 14 3 0 02 Mar 2021
Alignment Knowledge Distillation for Online Streaming Attention-based Speech Recognition Hirofumi Inaguma Tatsuya Kawahara 27 13 0 28 Feb 2021
End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study Prashanth Gurunath Shivakumar Shrikanth Narayanan 30 48 0 19 Feb 2021