| 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 | 859 | 2019 |
| 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 | 298 | 2021 |
| MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition X Chang, W Zhang, Y Qian, JL Roux, S Watanabe 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2019 | 124 | 2019 |
| End-To-End Multi-Speaker Speech Recognition With Transformer X Chang, W Zhang, Y Qian, J Le Roux, S Watanabe ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 112 | 2020 |
| ESPnet-SE: End-to-End Speech Enhancement and Separation Toolkit Designed for ASR Integration C Li, J Shi, W Zhang, AS Subramanian, X Chang, N Kamo, M Hira, ... IEEE Spoken Language Technology Workshop (SLT), 785–792, 2021 | 88 | 2021 |
| The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans S Watanabe, F Boyer, X Chang, P Guo, T Hayashi, Y Higuchi, T Hori, ... 2021 IEEE Data Science and Learning Workshop (DSLW), 1-6, 2021 | 56 | 2021 |
| Improving End-to-End Single-Channel Multi-Talker Speech Recognition W Zhang, X Chang, Y Qian, S Watanabe IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1385-1394, 2020 | 40 | 2020 |
| End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend W Zhang, C Boeddeker, S Watanabe, T Nakatani, M Delcroix, K Kinoshita, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 36 | 2021 |
| Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data Y Peng, J Tian, B Yan, D Berrebbi, X Chang, X Li, J Shi, S Arora, W Chen, ... 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023 | 33 | 2023 |
| End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming W Zhang, AS Subramanian, X Chang, S Watanabe, Y Qian Proc. Interspeech 2020, 324-328, 2020 | 31 | 2020 |
| Robust DOA Estimation Based on Convolutional Neural Network and Time-Frequency Masking W Zhang, Y Zhou, Y Qian Proc. Interspeech 2019, 2703-2707, 2019 | 30 | 2019 |
| Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPnet-SE Submission to the L3DAS22 Challenge YJ Lu, S Cornell, X Chang, W Zhang, C Li, Z Ni, ZQ Wang, S Watanabe ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 28 | 2022 |
| Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation C Boeddeker, W Zhang, T Nakatani, K Kinoshita, T Ochiai, M Delcroix, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 28 | 2021 |
| ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding YJ Lu, X Chang, C Li, W Zhang, S Cornell, Z Ni, Y Masuyama, B Yan, ... Proc. Interspeech 2022, 5458-5462, 2022 | 27 | 2022 |
| Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions W Zhang, J Shi, C Li, S Watanabe, Y Qian 2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021 | 25 | 2021 |
| End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail Party W Zhang, X Chang, C Boeddeker, T Nakatani, S Watanabe, Y Qian IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 3173-3188, 2022 | 18 | 2022 |
| ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models J Jung, W Zhang, J Shi, Z Aldeneh, T Higuchi, BJ Theobald, AH Abdelaziz, ... Proc. Interspeech 2024, 4278-4282, 2024 | 14 | 2024 |
| Toward Universal Speech Enhancement For Diverse Input Conditions W Zhang, K Saijo, ZQ Wang, S Watanabe, Y Qian 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-6, 2023 | 14 | 2023 |
| Joint prediction and denoising for large-scale multilingual self-supervised learning W Chen, J Shi, B Yan, D Berrebbi, W Zhang, Y Peng, X Chang, S Maiti, ... arXiv preprint arXiv:2309.15317, 2023 | 10 | 2023 |
| Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition W Zhang, Y Qian Proc. Interspeech 2023, 3517-3521, 2023 | 7 | 2023 |
Shinji WatanabeCarnegie Mellon UniversityEmail verificata su cmu.edu
