MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition. - Xuankai Chang; Wangyou Zhang; Yanmin Qian; Jonathan Le Roux; Shinji Watanabe 001 (ASRU, 2019)

A Comparative Study on Transformer vs RNN in Speech Applications. - Shigeki Karita; Xiaofei Wang 007; Shinji Watanabe 001; Takenori Yoshimura; Wangyou Zhang; Nanxin Chen; Tomoki Hayashi; Takaaki Hori; Hirofumi Inaguma; Ziyan Jiang; Masao Someki; Nelson Enrique Yalta Soplin; et al. (ASRU, 2019)

End-to-End Overlapped Speech Detection and Speaker Counting with Raw Waveform. - Wangyou Zhang; Man Sun; Lan Wang; Yanmin Qian (ASRU, 2019)

Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System. - Wangyou Zhang; Xuankai Chang; Yanmin Qian (INTERSPEECH, 2019)

Robust DOA Estimation Based on Convolutional Neural Network and Time-Frequency Masking. - Wangyou Zhang; Ying Zhou; Yanmin Qian (INTERSPEECH, 2019)

End-To-End Multi-Speaker Speech Recognition With Transformer. - Xuankai Chang; Wangyou Zhang; Yanmin Qian; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2020)

Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition. - Wangyou Zhang; Yanmin Qian (INTERSPEECH, 2020)

End-to-End Far-Field Speech Recognition with Unified Dereverberation and Beamforming. - Wangyou Zhang; Aswin Shanmugam Subramanian; Xuankai Chang; Shinji Watanabe 001; Yanmin Qian (INTERSPEECH, 2020)

Convolutive Transfer Function Invariant SDR training criteria for Multi-Channel Reverberant Speech Separation. - Christoph Böddeker; Wangyou Zhang; Tomohiro Nakatani; Keisuke Kinoshita; Tsubasa Ochiai; Marc Delcroix; Naoyuki Kamo; Yanmin Qian; Shinji Watanabe 001; Reinhold Haeb-Umbach (CoRR, 2020)

The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans. - Shinji Watanabe 001; Florian Boyer; Xuankai Chang; Pengcheng Guo; Tomoki Hayashi; Yosuke Higuchi; Takaaki Hori; Wen-Chin Huang; Hirofumi Inaguma; Naoyuki Kamo; Shigeki Karita; Chenda Li; et al. (CoRR, 2020)

Improving End-to-End Single-Channel Multi-Talker Speech Recognition. - Wangyou Zhang; Xuankai Chang; Yanmin Qian; Shinji Watanabe 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation. - Christoph Böddeker; Wangyou Zhang; Tomohiro Nakatani; Keisuke Kinoshita; Tsubasa Ochiai; Marc Delcroix; Naoyuki Kamo; Yanmin Qian; Reinhold Haeb-Umbach (ICASSP, 2021)

Recent Developments on Espnet Toolkit Boosted By Conformer. - Pengcheng Guo; Florian Boyer; Xuankai Chang; Tomoki Hayashi; Yosuke Higuchi; Hirofumi Inaguma; Naoyuki Kamo; Chenda Li; Daniel Garcia-Romero; Jiatong Shi; Jing Shi 003; Shinji Watanabe 001; et al. (ICASSP, 2021)

End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend. - Wangyou Zhang; Christoph Böddeker; Shinji Watanabe 001; Tomohiro Nakatani; Marc Delcroix; Keisuke Kinoshita; Tsubasa Ochiai; Naoyuki Kamo; Reinhold Haeb-Umbach; Yanmin Qian (ICASSP, 2021)

ESPnet-SE: End-To-End Speech Enhancement and Separation Toolkit Designed for ASR Integration. - Chenda Li; Jing Shi 003; Wangyou Zhang; Aswin Shanmugam Subramanian; Xuankai Chang; Naoyuki Kamo; Moto Hira; Tomoki Hayashi; Christoph Böddeker; Zhuo Chen 006; Shinji Watanabe 001 (SLT, 2021)

Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions. - Wangyou Zhang; Jing Shi 003; Chenda Li; Shinji Watanabe 001; Yanmin Qian (WASPAA, 2021)

Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge. - Yen-Ju Lu; Samuele Cornell; Xuankai Chang; Wangyou Zhang; Chenda Li; Zhaoheng Ni; Zhong-Qiu Wang 001; Shinji Watanabe 001 (ICASSP, 2022)

The Sjtu System For Multimodal Information Based Speech Processing Challenge 2021. - Wei Wang 010; Xun Gong 005; Yifei Wu; Zhikai Zhou; Chenda Li; Wangyou Zhang; Bing Han 008; Yanmin Qian (ICASSP, 2022)

Text Adaptive Detection for Customizable Keyword Spotting. - Yu Xi; Tian Tan 002; Wangyou Zhang; Baochen Yang; Kai Yu 004 (ICASSP, 2022)

Exploring Effective Data Utilization for Low-Resource Speech Recognition. - Zhikai Zhou; Wei Wang 010; Wangyou Zhang; Yanmin Qian (ICASSP, 2022)

ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding. - Yen-Ju Lu; Xuankai Chang; Chenda Li; Wangyou Zhang; Samuele Cornell; Zhaoheng Ni; Yoshiki Masuyama; Brian Yan; Robin Scheibler; Zhong-Qiu Wang 001; Yu Tsao 001; Yanmin Qian; et al. (INTERSPEECH, 2022)

Separating Long-Form Speech with Group-wise Permutation Invariant Training. - Wangyou Zhang; Zhuo Chen 006; Naoyuki Kanda; Shujie Liu 001; Jinyu Li 001; Sefik Emre Eskimez; Takuya Yoshioka; Xiong Xiao; Zhong Meng; Yanmin Qian; Furu Wei (INTERSPEECH, 2022)

Text-Informed Knowledge Distillation for Robust Speech Enhancement and Recognition. - Wei Wang 010; Wangyou Zhang; Shaoxiong Lin; Yanmin Qian (ISCSLP, 2022)

End-to-End Multi-Speaker ASR with Independent Vector Analysis. - Robin Scheibler; Wangyou Zhang; Xuankai Chang; Shinji Watanabe 001; Yanmin Qian (SLT, 2022)

End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail Party. - Wangyou Zhang; Xuankai Chang; Christoph Böddeker; Tomohiro Nakatani; Shinji Watanabe 001; Yanmin Qian (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Joint Prediction and Denoising for Large-Scale Multilingual Self-Supervised Learning. - William Chen; Jiatong Shi; Brian Yan; Dan Berrebbi; Wangyou Zhang; Yifan Peng 003; Xuankai Chang; Soumi Maiti; Shinji Watanabe 001 (ASRU, 2023)

Reproducing Whisper-Style Training Using An Open-Source Toolkit And Publicly Available Data. - Yifan Peng 003; Jinchuan Tian; Brian Yan; Dan Berrebbi; Xuankai Chang; Xinjian Li; Jiatong Shi; Siddhant Arora; William Chen; Roshan S. Sharma; Wangyou Zhang; Yui Sudo; et al. (ASRU, 2023)

A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, And Extraction. - Kohei Saijo; Wangyou Zhang; Zhong-Qiu Wang 001; Shinji Watanabe 001; Tetsunori Kobayashi; Tetsuji Ogawa (ASRU, 2023)

Toward Universal Speech Enhancement For Diverse Input Conditions. - Wangyou Zhang; Kohei Saijo; Zhong-Qiu Wang 001; Shinji Watanabe 001; Yanmin Qian (ASRU, 2023)

Exploring Time-Frequency Domain Target Speaker Extraction For Causal and Non-Causal Processing. - Wangyou Zhang; Lei Yang; Yanmin Qian (ASRU, 2023)

Overlap Aware Continuous Speech Separation without Permutation Invariant Training. - Linfeng Yu; Wangyou Zhang; Chenda Li; Yanmin Qian (INTERSPEECH, 2023)

Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition. - Wangyou Zhang; Yanmin Qian (INTERSPEECH, 2023)

Exploring the Integration of Speech Separation and Recognition with Self-Supervised Learning Representation. - Yoshiki Masuyama; Xuankai Chang; Wangyou Zhang; Samuele Cornell; Zhong-Qiu Wang 001; Nobutaka Ono; Yanmin Qian; Shinji Watanabe 001 (WASPAA, 2023)

Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing (espnet-v.202310). - Yen-Ju Lu; Xuankai Chang; Chenda Li; Wangyou Zhang; Samuele Cornell; Zhaoheng Ni; Yoshiki Masuyama; Brian Yan; Robin Scheibler; Zhong-Qiu Wang 001; Yu Tsao 001; Yanmin Qian; et al. (Zenodo, 2023)

Software Design and User Interface of ESPnet-SE++: Speech Enhancement for Robust Speech Processing. - Yen-Ju Lu; Xuankai Chang; Chenda Li; Wangyou Zhang; Samuele Cornell; Zhaoheng Ni; Yoshiki Masuyama; Brian Yan; Robin Scheibler; Zhong-Qiu Wang 001; Yu Tsao 001; Yanmin Qian; et al. (J. Open Source Softw., 2023)

A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL. - Ruisheng Cao; Lu Chen 002; Jieyu Li; Hanchong Zhang; Hongshen Xu; Wangyou Zhang; Kai Yu 004 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Towards Robust Speech Representation Learning for Thousands of Languages. - William Chen; Wangyou Zhang; Yifan Peng 003; Xinjian Li; Jinchuan Tian; Jiatong Shi; Xuankai Chang; Soumi Maiti; Karen Livescu; Shinji Watanabe 001 (EMNLP, 2024)

Generation-Based Target Speech Extraction with Speech Discretization and Vocoder. - Linfeng Yu; Wangyou Zhang; Chenpeng Du; Leying Zhang; Zheng Liang; Yanmin Qian (ICASSP, 2024)

Improving Design of Input Condition Invariant Speech Enhancement. - Wangyou Zhang; Jee-weon Jung; Yanmin Qian (ICASSP, 2024)

ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models. - Jee-weon Jung; Wangyou Zhang; Jiatong Shi; Zakaria Aldeneh; Takuya Higuchi; Alex Gichamba; Barry-John Theobald; Ahmed Hussen Abdelaziz; Shinji Watanabe 001 (INTERSPEECH, 2024)

Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement. - Wangyou Zhang; Kohei Saijo; Jee-weon Jung; Chenda Li; Shinji Watanabe 001; Yanmin Qian (INTERSPEECH, 2024)

URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. - Wangyou Zhang; Robin Scheibler; Kohei Saijo; Samuele Cornell; Chenda Li; Zhaoheng Ni; Jan Pirklbauer; Marvin Sach; Shinji Watanabe 001; Tim Fingscheidt; Yanmin Qian (INTERSPEECH, 2024)

Insights from Hyperparameter Scaling of Online Speech Separation. - Xin Zhou; Wangyou Zhang; Chenda Li; Yanmin Qian (ISCSLP, 2024)

Improving Design of Input Condition Invariant Speech Enhancement. - Wangyou Zhang; Jee-weon Jung; Shinji Watanabe 001; Yanmin Qian (CoRR, 2024)

ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models. - Jee-weon Jung; Wangyou Zhang; Jiatong Shi; Zakaria Aldeneh; Takuya Higuchi; Barry-John Theobald; Ahmed Hussen Abdelaziz; Shinji Watanabe 001 (CoRR, 2024)

SpeechComposer: Unifying Multiple Speech Tasks with Prompt Composition. - Yihan Wu; Soumi Maiti; Yifan Peng 003; Wangyou Zhang; Chenda Li; Yuyue Wang 003; Xihua Wang; Shinji Watanabe 001; Ruihua Song (CoRR, 2024)

URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. - Wangyou Zhang; Robin Scheibler; Kohei Saijo; Samuele Cornell; Chenda Li; Zhaoheng Ni; Anurag Kumar 003; Jan Pirklbauer; Marvin Sach; Shinji Watanabe 001; Tim Fingscheidt; Yanmin Qian (CoRR, 2024)

Text-To-Speech Synthesis In The Wild. - Jee-weon Jung; Wangyou Zhang; Soumi Maiti; Yihan Wu; Xin Wang 037; Ji-Hoon Kim; Yuta Matsunaga; Seyun Um; Jinchuan Tian; Hye-jin Shim; Nicholas W. D. Evans; Joon Son Chung; et al. (CoRR, 2024)

SpoofCeleb: Speech Deepfake Detection and SASV In The Wild. - Jee-weon Jung; Yihan Wu; Xin Wang 037; Ji-Hoon Kim; Soumi Maiti; Yuta Matsunaga; Hye-jin Shim; Jinchuan Tian; Nicholas W. D. Evans; Joon Son Chung; Wangyou Zhang; Seyun Um; et al. (CoRR, 2024)

Scale This, Not That: Investigating Key Dataset Attributes for Efficient Speech Enhancement Scaling. - Leying Zhang; Wangyou Zhang; Chenda Li; Yanmin Qian (CoRR, 2024)

VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music. - Jiatong Shi; Hye-jin Shim; Jinchuan Tian; Siddhant Arora; Haibin Wu; Darius Petermann; Jia Qi Yip; You Zhang; Yuxun Tang; Wangyou Zhang; Dareen Alharthi; Yichen Huang; et al. (CoRR, 2024)

Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. - Xuankai Chang; Shinji Watanabe 001; Marc Delcroix; Tsubasa Ochiai; Wangyou Zhang; Yanmin Qian (IEEE Signal Process. Mag., 2024)

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech. - Xin Wang 037; Héctor Delgado; Hemlata Tak; Jee-weon Jung; Hye-jin Shim; Massimiliano Todisco; Ivan Kukanov; Xuechen Liu; Md. Sahidullah; Tomi Kinnunen; Nicholas W. D. Evans; Kong Aik Lee; et al. (Zenodo, 2024)

Advanced Zero-Shot Text-to-Speech for Background Removal and Preservation with Controllable Masked Speech Prediction. - Leying Zhang; Wangyou Zhang; Zhengyang Chen; Yanmin Qian (ICASSP, 2025)

Lessons Learned from the URGENT 2024 Speech Enhancement Challenge. - Wangyou Zhang; Kohei Saijo; Samuele Cornell; Robin Scheibler; Chenda Li; Zhaoheng Ni; Anurag Kumar 003; Marvin Sach; Wei Wang 010; Yihui Fu; Shinji Watanabe 001; Tim Fingscheidt; et al. (CoRR, 2025)

Improving Speech Enhancement with Multi-Metric Supervision from Learned Quality Assessment. - Wei Wang 010; Wangyou Zhang; Chenda Li; Jiatong Shi; Shinji Watanabe 001; Yanmin Qian (CoRR, 2025)

Less is More: Data Curation Matters in Scaling Speech Enhancement. - Chenda Li; Wangyou Zhang; Wei Wang 010; Robin Scheibler; Kohei Saijo; Samuele Cornell; Yihui Fu; Marvin Sach; Zhaoheng Ni; Anurag Kumar 003; Tim Fingscheidt; Shinji Watanabe 001; et al. (CoRR, 2025)

URGENT-PK: Perceptually-Aligned Ranking Model Designed for Speech Enhancement Competition. - Jiahe Wang; Chenda Li; Wei Wang 010; Wangyou Zhang; Samuele Cornell; Marvin Sach; Robin Scheibler; Kohei Saijo; Yihui Fu; Zhaoheng Ni; Anurag Kumar 003; Tim Fingscheidt; et al. (CoRR, 2025)

An end-to-end integration of speech separation and recognition with self-supervised learning representation. - Yoshiki Masuyama; Xuankai Chang; Wangyou Zhang; Samuele Cornell; Zhong-Qiu Wang; Nobutaka Ono; Yanmin Qian; Shinji Watanabe 001 (Comput. Speech Lang., 2026)

ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech. - Xin Wang 037; Héctor Delgado; Hemlata Tak; Jee-weon Jung; Hye-jin Shim; Massimiliano Todisco; Ivan Kukanov; Xuechen Liu; Md. Sahidullah; Tomi Kinnunen; Nicholas W. D. Evans; Kong Aik Lee; et al. (Comput. Speech Lang., 2026)