| ESPnet: End-to-end speech processing toolkit S Watanabe, T Hori, S Karita, T Hayashi, J Nishitoba, Y Unno, NEY Soplin, ... arXiv preprint arXiv:1804.00015, 2018 | 1770 | 2018 |
| Deep clustering: Discriminative embeddings for segmentation and separation JR Hershey, Z Chen, J Le Roux, S Watanabe 2016 IEEE international conference on acoustics, speech and signal …, 2016 | 1645 | 2016 |
| Joint CTC-attention based end-to-end speech recognition using multi-task learning S Kim, T Hori, S Watanabe 2017 IEEE international conference on acoustics, speech and signal …, 2017 | 1126 | 2017 |
| Hybrid CTC/attention architecture for end-to-end speech recognition S Watanabe, T Hori, S Kim, JR Hershey, T Hayashi IEEE Journal of Selected Topics in Signal Processing 11 (8), 1240-1253, 2017 | 996 | 2017 |
| Superb: Speech processing universal performance benchmark S Yang, PH Chi, YS Chuang, CIJ Lai, K Lakhotia, YY Lin, AT Liu, J Shi, ... arXiv preprint arXiv:2105.01051, 2021 | 995 | 2021 |
| A comparative study on transformer vs rnn in speech applications S Karita, N Chen, T Hayashi, T Hori, H Inaguma, Z Jiang, M Someki, ... 2019 IEEE automatic speech recognition and understanding workshop (ASRU …, 2019 | 916 | 2019 |
| The third ‘CHiME’speech separation and recognition challenge: Dataset, task and baselines J Barker, R Marxer, E Vincent, S Watanabe 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015 | 810 | 2015 |
| Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks H Erdogan, JR Hershey, S Watanabe, J Le Roux 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 790 | 2015 |
| Speech enhancement with LSTM recurrent neural networks and its application to noise-robust ASR F Weninger, H Erdogan, S Watanabe, E Vincent, J Le Roux, JR Hershey, ... Latent Variable Analysis and Signal Separation: 12th International …, 2015 | 730 | 2015 |
| Single-channel multi-speaker separation using deep clustering Y Isik, JL Roux, Z Chen, S Watanabe, JR Hershey arXiv preprint arXiv:1607.02173, 2016 | 513 | 2016 |
| A review of speaker diarization: Recent advances with deep learning TJ Park, N Kanda, D Dimitriadis, KJ Han, S Watanabe, S Narayanan Computer Speech & Language 72, 101317, 2022 | 444 | 2022 |
| The fifth'CHiME'speech separation and recognition challenge: dataset, task and baselines J Barker, S Watanabe, E Vincent, J Trmal arXiv preprint arXiv:1803.10609, 2018 | 442 | 2018 |
| An analysis of environment, microphone and data simulation mismatches in robust speech recognition E Vincent, S Watanabe, AA Nugraha, J Barker, R Marxer Computer Speech & Language 46, 535-557, 2017 | 437 | 2017 |
| Self-supervised speech representation learning: A review A Mohamed, H Lee, L Borgholt, JD Havtorn, J Edin, C Igel, K Kirchhoff, ... IEEE Journal of Selected Topics in Signal Processing 16 (6), 1179-1210, 2022 | 423 | 2022 |
| Improved MVDR beamforming using single-channel mask prediction networks. H Erdogan, JR Hershey, S Watanabe, MI Mandel, J Le Roux Interspeech, 1981-1985, 2016 | 390 | 2016 |
| CHiME-6 challenge: Tackling multispeaker speech recognition for unsegmented recordings S Watanabe, M Mandel, J Barker, E Vincent, A Arora, X Chang, ... arXiv preprint arXiv:2004.09249, 2020 | 373 | 2020 |
| Advances in joint CTC-attention based end-to-end speech recognition with a deep CNN encoder and RNN-LM T Hori, S Watanabe, Y Zhang, W Chan arXiv preprint arXiv:1706.02737, 2017 | 370 | 2017 |
| Recent developments on espnet toolkit boosted by conformer P Guo, F Boyer, X Chang, T Hayashi, Y Higuchi, H Inaguma, N Kamo, C Li, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 304 | 2021 |
| End-to-end neural speaker diarization with self-attention Y Fujita, N Kanda, S Horiguchi, Y Xue, K Nagamatsu, S Watanabe 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2019 | 303 | 2019 |
| End-to-end neural speaker diarization with permutation-free objectives Y Fujita, N Kanda, S Horiguchi, K Nagamatsu, S Watanabe arXiv preprint arXiv:1909.05952, 2019 | 300 | 2019 |
Takaaki HoriAppleVerified email at apple.com
John HersheyGoogle (formerly MERL, IBM, MSR, UCSD)Verified email at google.com
Jonathan Le RouxMERLVerified email at merl.com
Xuankai ChangApple AI/MLVerified email at apple.com
Jiatong Shi (史嘉彤)Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Tomoki HayashiHuman Dataware Lab. Co., Ltd., Nagoya UniversityVerified email at g.sp.m.is.nagoya-u.ac.jp
Atsushi NakamuraGraduate School of Natural Sciences, Nagoya City UniversityVerified email at ieee.org
Wangyou ZhangPh.D., Department of Computer Science and Engineering, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Yifan PengCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Brian YanCarnegie Mellon UniversityVerified email at cs.cmu.edu
Hakan ErdoganGoogleVerified email at google.com
Yusuke FujitaLY Corp.Verified email at linecorp.com
Sanjeev KhudanpurThe Johns Hopkins UniversityVerified email at jhu.edu
Shota HoriguchiNTT CorporationVerified email at ntt.comHirofumi InagumaFundamental AI Research (FAIR) at MetaVerified email at meta.com
Tomohiro NakataniNTT Communication Science LaboratoriesVerified email at ieee.org
Hung-yi LeeNational Taiwan UniversityVerified email at ntu.edu.tw
Marc DelcroixNTT Communication Science LaboratoriesVerified email at ieee.org
Zhuo ChenBytedance (formerly Microsoft, Columbia University)Verified email at columbia.edu
Siddhant AroraGraduate Student, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
