Wangyou Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 61

Top Topics

Numerical Stability

Recent Developments

Speech Enhancement

Noisy Environments

Top Venues

Publications

William Chen, Wangyou Zhang, Yifan Peng, Xinjian Li, Jinchuan Tian, Jiatong Shi, Xuankai Chang, Soumi Maiti, Karen Livescu, Shinji Watanabe
Towards Robust Speech Representation Learning for Thousands of Languages. CoRR (2024)
Yihan Wu, Soumi Maiti, Yifan Peng, Wangyou Zhang, Chenda Li, Yuyue Wang, Xihua Wang, Shinji Watanabe, Ruihua Song
SpeechComposer: Unifying Multiple Speech Tasks with Prompt Composition. CoRR (2024)
Linfeng Yu, Wangyou Zhang, Chenpeng Du, Leying Zhang, Zheng Liang, Yanmin Qian
Generation-Based Target Speech Extraction with Speech Discretization and Vocoder. ICASSP (2024)
Jee-weon Jung, Wangyou Zhang, Jiatong Shi, Zakaria Aldeneh, Takuya Higuchi, Barry-John Theobald, Ahmed Hussen Abdelaziz, Shinji Watanabe
ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models. CoRR (2024)
Wangyou Zhang, Jee-weon Jung, Shinji Watanabe, Yanmin Qian
Improving Design of Input Condition Invariant Speech Enhancement. CoRR (2024)
Wangyou Zhang, Jee-weon Jung, Yanmin Qian
Improving Design of Input Condition Invariant Speech Enhancement. ICASSP (2024)
Wangyou Zhang, Kohei Saijo, Jee-weon Jung, Chenda Li, Shinji Watanabe, Yanmin Qian
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement. CoRR (2024)
Wangyou Zhang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Chenda Li, Zhaoheng Ni, Anurag Kumar, Jan Pirklbauer, Marvin Sach, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. CoRR (2024)
Yoshiki Masuyama, Xuankai Chang, Wangyou Zhang, Samuele Cornell, Zhong-Qiu Wang, Nobutaka Ono, Yanmin Qian, Shinji Watanabe
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation. CoRR (2023)
Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing. J. Open Source Softw. 8 (91) (2023)
Wangyou Zhang, Lei Yang, Yanmin Qian
Exploring Time-Frequency Domain Target Speaker Extraction For Causal and Non-Causal Processing. ASRU (2023)
Kohei Saijo, Wangyou Zhang, Zhong-Qiu Wang, Shinji Watanabe, Tetsunori Kobayashi, Tetsuji Ogawa
A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, And Extraction. ASRU (2023)
Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-weon Jung, Soumi Maiti, Shinji Watanabe
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data. CoRR (2023)
William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning. CoRR (2023)
Ruisheng Cao, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Wangyou Zhang, Yanmin Qian
Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition. CoRR (2023)
Linfeng Yu, Wangyou Zhang, Chenda Li, Yanmin Qian
Overlap Aware Continuous Speech Separation without Permutation Invariant Training. INTERSPEECH (2023)
Wangyou Zhang, Kohei Saijo, Zhong-Qiu Wang, Shinji Watanabe, Yanmin Qian
Toward Universal Speech Enhancement for Diverse Input Conditions. CoRR (2023)
William Chen, Jiatong Shi, Brian Yan, Dan Berrebbi, Wangyou Zhang, Yifan Peng, Xuankai Chang, Soumi Maiti, Shinji Watanabe
Joint Prediction and Denoising for Large-Scale Multilingual Self-Supervised Learning. ASRU (2023)
Yoshiki Masuyama, Xuankai Chang, Wangyou Zhang, Samuele Cornell, Zhong-Qiu Wang, Nobutaka Ono, Yanmin Qian, Shinji Watanabe
Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation. WASPAA (2023)
Kohei Saijo, Wangyou Zhang, Zhong-Qiu Wang, Shinji Watanabe, Tetsunori Kobayashi, Tetsuji Ogawa
A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, and Extraction. CoRR (2023)
Wangyou Zhang, Kohei Saijo, Zhong-Qiu Wang, Shinji Watanabe, Yanmin Qian
Toward Universal Speech Enhancement For Diverse Input Conditions. ASRU (2023)
Yifan Peng, Jinchuan Tian, Brian Yan, Dan Berrebbi, Xuankai Chang, Xinjian Li, Jiatong Shi, Siddhant Arora, William Chen, Roshan S. Sharma, Wangyou Zhang, Yui Sudo, Muhammad Shakeel, Jee-Weon Jung, Soumi Maiti, Shinji Watanabe
Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. ASRU (2023)
Wangyou Zhang, Yanmin Qian
Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition. INTERSPEECH (2023)
Yu Xi, Tian Tan, Wangyou Zhang, Baochen Yang, Kai Yu
Text Adaptive Detection for Customizable Keyword Spotting. ICASSP (2022)
Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
Separating Long-Form Speech with Group-wise Permutation Invariant Training. INTERSPEECH (2022)
Robin Scheibler, Wangyou Zhang, Xuankai Chang, Shinji Watanabe, Yanmin Qian
End-to-End Multi-speaker ASR with Independent Vector Analysis. CoRR (2022)
Zhikai Zhou, Wei Wang, Wangyou Zhang, Yanmin Qian
Exploring Effective Data Utilization for Low-Resource Speech Recognition. ICASSP (2022)
Yen-Ju Lu, Samuele Cornell, Xuankai Chang, Wangyou Zhang, Chenda Li, Zhaoheng Ni, Zhong-Qiu Wang, Shinji Watanabe
Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge. ICASSP (2022)
Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. CoRR (2022)
Yen-Ju Lu, Xuankai Chang, Chenda Li, Wangyou Zhang, Samuele Cornell, Zhaoheng Ni, Yoshiki Masuyama, Brian Yan, Robin Scheibler, Zhong-Qiu Wang, Yu Tsao, Yanmin Qian, Shinji Watanabe
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. INTERSPEECH (2022)
Robin Scheibler, Wangyou Zhang, Xuankai Chang, Shinji Watanabe, Yanmin Qian
End-to-End Multi-Speaker ASR with Independent Vector Analysis. SLT (2022)
Wei Wang, Wangyou Zhang, Shaoxiong Lin, Yanmin Qian
Text-Informed Knowledge Distillation for Robust Speech Enhancement and Recognition. ISCSLP (2022)
Yen-Ju Lu, Samuele Cornell, Xuankai Chang, Wangyou Zhang, Chenda Li, Zhaoheng Ni, Zhong-Qiu Wang, Shinji Watanabe
Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge. CoRR (2022)
Wei Wang, Xun Gong, Yifei Wu, Zhikai Zhou, Chenda Li, Wangyou Zhang, Bing Han, Yanmin Qian
The Sjtu System For Multimodal Information Based Speech Processing Challenge 2021. ICASSP (2022)
Wangyou Zhang, Xuankai Chang, Christoph Böddeker, Tomohiro Nakatani, Shinji Watanabe, Yanmin Qian
End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail Party. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Wangyou Zhang, Jing Shi, Chenda Li, Shinji Watanabe, Yanmin Qian
Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions. WASPAA (2021)
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
Recent Developments on Espnet Toolkit Boosted By Conformer. ICASSP (2021)
Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei
Separating Long-Form Speech with Group-Wise Permutation Invariant Training. CoRR (2021)
Wangyou Zhang, Jing Shi, Chenda Li, Shinji Watanabe, Yanmin Qian
Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions. CoRR (2021)
Chenda Li, Jing Shi, Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Naoyuki Kamo, Moto Hira, Tomoki Hayashi, Christoph Böddeker, Zhuo Chen, Shinji Watanabe
ESPnet-SE: End-To-End Speech Enhancement and Separation Toolkit Designed for ASR Integration. SLT (2021)
Wangyou Zhang, Christoph Böddeker, Shinji Watanabe, Tomohiro Nakatani, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Naoyuki Kamo, Reinhold Haeb-Umbach, Yanmin Qian
End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend. CoRR (2021)
Christoph Böddeker, Wangyou Zhang, Tomohiro Nakatani, Keisuke Kinoshita, Tsubasa Ochiai, Marc Delcroix, Naoyuki Kamo, Yanmin Qian, Reinhold Haeb-Umbach
Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation. ICASSP (2021)
Wangyou Zhang, Christoph Böddeker, Shinji Watanabe, Tomohiro Nakatani, Marc Delcroix, Keisuke Kinoshita, Tsubasa Ochiai, Naoyuki Kamo, Reinhold Haeb-Umbach, Yanmin Qian
End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend. ICASSP (2021)
Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
End-To-End Multi-Speaker Speech Recognition With Transformer. ICASSP (2020)
Wangyou Zhang, Yanmin Qian
Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition. INTERSPEECH (2020)
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
Recent Developments on ESPnet Toolkit Boosted by Conformer. CoRR (2020)
Chenda Li, Jing Shi, Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Naoyuki Kamo, Moto Hira, Tomoki Hayashi, Christoph Böddeker, Zhuo Chen, Shinji Watanabe
ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration. CoRR (2020)
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
The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans. CoRR (2020)
Christoph Böddeker, Wangyou Zhang, Tomohiro Nakatani, Keisuke Kinoshita, Tsubasa Ochiai, Marc Delcroix, Naoyuki Kamo, Yanmin Qian, Shinji Watanabe, Reinhold Haeb-Umbach
Convolutive Transfer Function Invariant SDR training criteria for Multi-Channel Reverberant Speech Separation. CoRR (2020)
Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
End-to-End Multi-speaker Speech Recognition with Transformer. CoRR (2020)
Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Shinji Watanabe, Yanmin Qian
End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming. INTERSPEECH (2020)
Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Shinji Watanabe, Yanmin Qian
End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming. CoRR (2020)
Wangyou Zhang, Xuankai Chang, Yanmin Qian, Shinji Watanabe
Improving End-to-End Single-Channel Multi-Talker Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Wangyou Zhang, Xuankai Chang, Yanmin Qian
Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System. INTERSPEECH (2019)
Shigeki Karita, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang
A Comparative Study on Transformer vs RNN in Speech Applications. CoRR (2019)
Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition. ASRU (2019)
Shigeki Karita, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto
A Comparative Study on Transformer vs RNN in Speech Applications. ASRU (2019)
Wangyou Zhang, Man Sun, Lan Wang, Yanmin Qian
End-to-End Overlapped Speech Detection and Speaker Counting with Raw Waveform. ASRU (2019)
Wangyou Zhang, Ying Zhou, Yanmin Qian
Robust DOA Estimation Based on Convolutional Neural Network and Time-Frequency Masking. INTERSPEECH (2019)
Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition. CoRR (2019)