Title
A Conformer Based Acoustic Model for Robust Automatic Speech Recognition Yufeng Yang Peidong Wang DeLiang Wang 20 12 0 01 Mar 2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge Fan Yu Shiliang Zhang Pengcheng Guo Yihui Fu Zhihao Du ... Kong Aik Lee Zhijie Yan B. Ma Xin Xu Hui Bu 18 28 0 08 Feb 2022
The RoyalFlush System of Speech Recognition for M2MeT Challenge Shuaishuai Ye Peiyao Wang Shunfei Chen Xinhui Hu Xinkang Xu 16 5 0 03 Feb 2022
Error Correction in ASR using Sequence-to-Sequence Models S. Dutta Shreyansh Jain Ayush Maheshwari Souvik Pal Ganesh Ramakrishnan P. Jyothi KELM 31 29 0 02 Feb 2022
BEA-Base: A Benchmark for ASR of Spontaneous Hungarian P. Mihajlik A. Balog T. E. Gráczi A. Kohári Balázs Tarján K. Mády 17 8 0 01 Feb 2022
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition Piotr Żelasko Siyuan Feng Laureano Moro Velázquez A. Abavisani Saurabhchand Bhati O. Scharenborg M. Hasegawa-Johnson Najim Dehak 33 15 0 26 Jan 2022
A Study of Transducer based End-to-End ASR with ESPnet: Architecture, Auxiliary Loss and Decoding Strategies Florian Boyer Yusuke Shinohara Takaaki Ishii H. Inaguma Shinji Watanabe 29 34 0 14 Jan 2022
Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection Jing Du Shiliang Pu Qinbo Dong Chao Jin Xin Qi Dian Gu Ru Wu Hongwei Zhou 30 9 0 10 Jan 2022
Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition A. Hussein Shammur A. Chowdhury Ahmed Abdelali Najim Dehak Ahmed M. Ali Sanjeev Khudanpur 35 11 0 07 Jan 2022
PM-MMUT: Boosted Phone-Mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition Guodong Ma Pengfei Hu Nurmemet Yolwas Shen Huang Hao-Ming Huang 24 4 0 13 Dec 2021
Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks Chia-Yu Li Ngoc Thang Vu 17 12 0 12 Dec 2021
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI Jinchuan Tian Jianwei Yu Chao Weng Shi-Xiong Zhang Dan Su Dong Yu Yuexian Zou AuLLM 39 13 0 05 Dec 2021
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet Siddhant Arora Siddharth Dalmia Pavel Denisov Xuankai Chang Yushi Ueda ... Karthik Ganesan Brian Yan Ngoc Thang Vu A. Black Shinji Watanabe VLM 25 74 0 29 Nov 2021
Effective Cross-Utterance Language Modeling for Conversational Speech Recognition Bi-Cheng Yan Hsin-Wei Wang Shih-Hsuan Chiu Hsuan-Sheng Chiu Berlin Chen 21 1 0 05 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 129 123 0 04 Nov 2021
SA-SDR: A novel loss function for separation of meeting style data Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 29 20 0 29 Oct 2021
TorchAudio: Building Blocks for Audio and Speech Processing Yao-Yuan Yang Moto Hira Zhaoheng Ni Anjali Chourdia Artyom Astafurov ... Sean Narenthiran Shinji Watanabe Soumith Chintala Vincent Quenneville-Bélair Yangyang Shi 31 164 0 28 Oct 2021
Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions Wangyou Zhang Jing Shi Chenda Li Shinji Watanabe Y. Qian 19 22 0 27 Oct 2021
Lhotse: a speech data representation library for the modern deep learning ecosystem Willem Hagemann Daniel Povey Jan "Yenda" Trmal Sanjeev Khudanpur AuLLM AI4TS 22 31 0 25 Oct 2021
A Unified Speaker Adaptation Approach for ASR Yingzhu Zhao Chongjia Ni C. Leung Shafiq R. Joty Chng Eng Siong B. Ma CLL 92 9 0 16 Oct 2021
Towards Identity Preserving Normal to Dysarthric Voice Conversion Wen-Chin Huang B. Halpern Lester Phillip Violeta O. Scharenborg T. Toda 27 21 0 15 Oct 2021
ESPnet2-TTS: Extending the Edge of TTS Research Tomoki Hayashi Ryuichi Yamamoto Takenori Yoshimura Peter Wu Jiatong Shi Takaaki Saeki Yooncheol Ju Yusuke Yasuda Shinnosuke Takamichi Shinji Watanabe VLM 50 60 0 15 Oct 2021
M2MeT: The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge Fan Yu Shiliang Zhang Yihui Fu Lei Xie Siqi Zheng ... Pengcheng Guo Zhijie Yan B. Ma Xin Xu Hui Bu 8 105 0 14 Oct 2021
SDR -- Medium Rare with Fast Computations Robin Scheibler 26 17 0 13 Oct 2021
Fine-grained style control in Transformer-based Text-to-speech Synthesis Li-Wei Chen Alexander I. Rudnicky 80 29 0 12 Oct 2021
Speech Summarization using Restricted Self-Attention Roshan S. Sharma Shruti Palaskar A. Black Florian Metze 30 33 0 12 Oct 2021
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition Jing Pan Tao Lei Kwangyoun Kim Kyu Jeong Han Shinji Watanabe VLM 26 9 0 11 Oct 2021
K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables Jounghee Kim Pilsung Kang VLM 21 6 0 11 Oct 2021
An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition Xuankai Chang Takashi Maekaku Pengcheng Guo Jing Shi Yen-Ju Lu ... Tianzi Wang Shu-Wen Yang Yu Tsao Hung-yi Lee Shinji Watanabe SSL AI4TS 16 81 0 09 Oct 2021
Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units Yosuke Higuchi Keita Karube Tetsuji Ogawa Tetsunori Kobayashi 16 22 0 08 Oct 2021
A Novel Blind Source Separation Framework Towards Maximum Signal-To-Interference Ratio Jianjun Gu Longbiao Cheng Dingding Yao Junfeng Li Yonghong Yan 18 0 0 07 Oct 2021
SpliceOut: A Simple and Efficient Audio Augmentation Method Arjit Jain Pranay Reddy Samala Deepak Mittal P. Jyothi M. Singh 28 10 0 30 Sep 2021
Federated Learning in ASR: Not as Easy as You Think Wentao Yu J. Freiwald Soren Tewes F. Huennemeyer D. Kolossa FedML 27 17 0 30 Sep 2021
ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization M. Gaudesi F. Weninger D. Sharma P. Zhan AAML 33 1 0 23 Sep 2021
Low-Latency Incremental Text-to-Speech Synthesis with Distilled Context Prediction Network Takaaki Saeki Shinnosuke Takamichi Hiroshi Saruwatari 26 3 0 22 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 20 35 0 29 Aug 2021
Graph-PIT: Generalized permutation invariant training for continuous separation of arbitrary numbers of speakers Thilo von Neumann K. Kinoshita Christoph Boeddeker Marc Delcroix Reinhold Haeb-Umbach 16 23 0 30 Jul 2021
OLR 2021 Challenge: Datasets, Rules and Baselines Binling Wang Wen-Bo Hu Jing Li Yiming Zhi Zheng Li Q. Hong Lin Li Dong Wang Liming Song Cheng Yang 18 18 0 23 Jul 2021
StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion Yinghao Aaron Li A. Zare N. Mesgarani 19 98 0 21 Jul 2021
ESPnet-ST IWSLT 2021 Offline Speech Translation System H. Inaguma Shun Kiyono Nelson Enrique Yalta Soplin Pengcheng Guo Jun Suzuki Kevin Duh Shinji Watanabe 3DV 35 2 0 01 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 94 0 01 Jul 2021
Multi-mode Transformer Transducer with Stochastic Future Context Kwangyoun Kim Felix Wu Prashant Sridhar Kyu Jeong Han Shinji Watanabe 30 9 0 17 Jun 2021
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio Guoguo Chen Shuzhou Chai Guan-Bo Wang Jiayu Du Weiqiang Zhang ... Xuchen Yao Yongqing Wang Yujun Wang Zhao You Zhiyong Yan 42 349 0 13 Jun 2021
Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition Hiroshi Sato Tsubasa Ochiai Marc Delcroix K. Kinoshita Takafumi Moriya Naoyuki Kamo 17 23 0 02 Jun 2021
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 19 75 0 12 May 2021
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 KELM 24 63 0 09 May 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 37 30 0 02 May 2021
Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers Yusuke Kida Tatsuya Komatsu M. Togami 16 1 0 21 Apr 2021
Fusing information streams in end-to-end audio-visual speech recognition Wentao Yu Steffen Zeiler D. Kolossa 81 12 0 19 Apr 2021
Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers Takaaki Hori Niko Moritz Chiori Hori Jonathan Le Roux 22 34 0 19 Apr 2021