The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition. - Takaaki Hori; Zhuo Chen 006; Hakan Erdogan; John R. Hershey; Jonathan Le Roux; Vikramjit Mitra; Shinji Watanabe 001 (ASRU, 2015)

Robust speech recognition in unknown reverberant and noisy conditions. - Roger Hsiao; Jeff Z. Ma; William Hartmann; Martin Karafiát; Frantisek Grézl; Lukás Burget; Igor Szöke; Jan Cernocký; Shinji Watanabe 001; Zhuo Chen 006; Sri Harish Reddy Mallidi; Hynek Hermansky; et al. (ASRU, 2015)

Solar Radio Astronomical Big Data Classification. - Long Xu 001; Ying Weng; Zhuo Chen 006 (HPCA (China), 2015)

Speech enhancement and recognition using multi-task learning of long short-term memory recurrent neural networks. - Zhuo Chen 006; Shinji Watanabe 001; Hakan Erdogan; John R. Hershey (INTERSPEECH, 2015)

Perceptual Quality Improvement for Synthesis Imaging of Chinese Spectral Radioheliograph. - Long Xu 001; Lin Ma 002; Zhuo Chen 006; Yihua Yan; Jinjian Wu (PCM (2), 2015)

Multimodal Learning for Classification of Solar Radio Spectrum. - Zhuo Chen 006; Lin Ma 002; Long Xu 001; Ying Weng; Yihua Yan (SMC, 2015)

Deep clustering: Discriminative embeddings for segmentation and separation. - John R. Hershey; Zhuo Chen 006; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2016)

Single-Channel Multi-Speaker Separation Using Deep Clustering. - Yusuf Ziya Isik; Jonathan Le Roux; Zhuo Chen 006; Shinji Watanabe 001; John R. Hershey (INTERSPEECH, 2016)

Adaptation of Neural Networks Constrained by Prior Statistics of Node Co-Activations. - Tasha Nagamine; Zhuo Chen 006; Nima Mesgarani (INTERSPEECH, 2016)

Perceptual image quality enhancement for solar radio image. - Long Xu 001; Lin Ma 002; Zhuo Chen 006; Xianyou Zeng; Yihua Yan (QoMEX, 2016)

End-to-End attention based text-dependent speaker verification. - Shi-Xiong Zhang 001; Zhuo Chen 006; Yong Zhao 008; Jinyu Li 001; Yifan Gong 001 (SLT, 2016)

Imaging and representation learning of solar radio spectrums for classification. - Zhuo Chen 006; Lin Ma 002; Long Xu 001; Chengming Tan; Yihua Yan (Multim. Tools Appl., 2016)

Novel Deep Architectures in Speech Processing. - John R. Hershey; Jonathan Le Roux; Shinji Watanabe 001; Scott Wisdom; Zhuo Chen 006; Yusuf Ziya Isik (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Facial action recognition using very deep networks for highly imbalanced class distribution. - Wan Ding; Dong-Yan Huang; Zhuo Chen 006; Xinguo Yu; Weisi Lin (APSIPA, 2017)

Cracking the cocktail party problem by multi-beam deep attractor network. - Zhuo Chen 006; Jinyu Li 001; Xiong Xiao; Takuya Yoshioka; Huaming Wang; Zhenghao Wang; Yifan Gong 001 (ASRU, 2017)

Unsupervised adaptation with domain separation networks for robust speech recognition. - Zhong Meng; Zhuo Chen 006; Vadim Mazalov; Jinyu Li 001; Yifan Gong 001 (ASRU, 2017)

Neural decoding of attentional selection in multi-speaker environments without access to separated sources. - James O'Sullivan; Zhuo Chen 006; Sameer A. Sheth; Guy McKhann; Ashesh D. Mehta; Nima Mesgarani (EMBC, 2017)

Deep attractor network for single-microphone speaker separation. - Zhuo Chen 006; Yi Luo 004; Nima Mesgarani (ICASSP, 2017)

Deep clustering and conventional networks for music separation: Stronger together. - Yi Luo 004; Zhuo Chen 006; John R. Hershey; Jonathan Le Roux; Nima Mesgarani (ICASSP, 2017)

Convolutional neural network for classification of solar radio spectrum. - Sisi Chen; Long Xu 001; Lin Ma 002; Weiqiang Zhang; Zhuo Chen 006; Yihua Yan (ICME Workshops, 2017)

Solar radio spectrum classification with LSTM. - Xuexin Yu; Long Xu 001; Lin Ma 002; Zhuo Chen 006; Yihua Yan (ICME Workshops, 2017)

Forecasting of ionospheric vertical total electron content (TEC) using LSTM networks. - Wenqing Sun; Long Xu 001; Xin Huang; Weiqiang Zhang; Tianjiao Yuan; Zhuo Chen 006; Yihua Yan (ICMLC, 2017)

Improving Mask Learning Based Speech Enhancement System with Restoration Layers and Residual Connection. - Zhuo Chen 006; Yan Huang 028; Jinyu Li 001; Yifan Gong 001 (INTERSPEECH, 2017)

Image Quality Assessment Guided Deep Neural Networks Training. - Zhuo Chen 006; Weisi Lin; Shiqi Wang 001; Long Xu 001; Leida Li (CoRR, 2017)

Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend. - Takaaki Hori; Zhuo Chen 006; Hakan Erdogan; John R. Hershey; Jonathan Le Roux; Vikramjit Mitra; Shinji Watanabe 001 (Comput. Speech Lang., 2017)

Multimodal deep learning for solar radio burst classification. - Lin Ma 002; Zhuo Chen 006; Long Xu 001; Yihua Yan (Pattern Recognit., 2017)

Single Channel auditory source separation with neural network. - Zhuo Chen 006 (2017)

Image Quality Assessment Based Label Smoothing in Deep Neural Network Learning. - Zhuo Chen 006; Weisi Lin; Shiqi Wang 001; Long Xu 001; Leida Li (ICASSP, 2018)

Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation. - Zhuo Chen 006; Takuya Yoshioka; Xiong Xiao; Linyu Li 007; Michael L. Seltzer; Yifan Gong 001 (ICASSP, 2018)

Developing Far-Field Speaker System Via Teacher-Student Learning. - Jinyu Li 001; Rui Zhao 017; Zhuo Chen 006; Changliang Liu; Xiong Xiao; Guoli Ye; Yifan Gong 001 (ICASSP, 2018)

Speaker-Invariant Training Via Adversarial Learning. - Zhong Meng; Jinyu Li 001; Zhuo Chen 006; Yang Zhao 002; Vadim Mazalov; Yifan Gong 001; Biing-Hwang Juang (ICASSP, 2018)

Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition. - Takuya Yoshioka; Hakan Erdogan; Zhuo Chen 006; Fil Alleva (ICASSP, 2018)

Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks. - Takuya Yoshioka; Hakan Erdogan; Zhuo Chen 006; Xiong Xiao; Fil Alleva (INTERSPEECH, 2018)

Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network. - Zhuo Chen 006; Xiong Xiao; Takuya Yoshioka; Hakan Erdogan; Jinyu Li 001; Yifan Gong 001 (SLT, 2018)

Speaker-Invariant Training via Adversarial Learning. - Zhong Meng; Jinyu Li 001; Zhuo Chen 006; Yong Zhao 008; Vadim Mazalov; Yifan Gong 001; Biing-Hwang Juang (CoRR, 2018)

Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing. - Zhuo Chen 006; Weisi Lin; Shiqi Wang 001; Lingyu Duan; Alex C. Kot (CoRR, 2018)

Speaker-Independent Speech Separation With Deep Attractor Network. - Yi Luo 004; Zhuo Chen 006; Nima Mesgarani (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Speech Separation Using Speaker Inventory. - Peidong Wang; Zhuo Chen 006; Xiong Xiao; Zhong Meng; Takuya Yoshioka; Tianyan Zhou; Liang Lu 001; Jinyu Li 001 (ASRU, 2019)

Advances in Online Audio-Visual Meeting Transcription. - Takuya Yoshioka; Yan Huang 028; Aviv Hurvitz; Li Jiang; Sharon Koubi; Eyal Krupka; Ido Leichter; Changliang Liu; Partha Parthasarathy; Alon Vinnikov; Lingfeng Wu; Igor Abramovski; et al. (ASRU, 2019)

Single-channel Speech Extraction Using Speaker Inventory and Attention Network. - Xiong Xiao; Zhuo Chen 006; Takuya Yoshioka; Hakan Erdogan; Changliang Liu; Dimitrios Dimitriadis; Jasha Droppo; Yifan Gong 001 (ICASSP, 2019)

Low-latency Speaker-independent Continuous Speech Separation. - Takuya Yoshioka; Zhuo Chen 006; Changliang Liu; Xiong Xiao; Hakan Erdogan; Dimitrios Dimitriadis (ICASSP, 2019)

Beyond Ranking Loss: Deep Holographic Networks for Multi-Label Video Search. - Zhuo Chen 006; Jie Lin 001; Zhe Wang 019; Vijay Chandrasekhar 001; Weisi Lin (ICIP, 2019)

Meeting Transcription Using Asynchronous Distant Microphones. - Takuya Yoshioka; Dimitrios Dimitriadis; Andreas Stolcke; William Hinthorn; Zhuo Chen 006; Michael Zeng 001; Xuedong Huang 001 (INTERSPEECH, 2019)

Lossy Intermediate Deep Learning Feature Compression and Evaluation. - Zhuo Chen 006; Kui Fan; Shiqi Wang 001; Ling-Yu Duan; Weisi Lin; Alex C. Kot (ACM Multimedia, 2019)

Meeting Transcription Using Virtual Microphone Arrays. - Takuya Yoshioka; Zhuo Chen 006; Dimitrios Dimitriadis; William Hinthorn; Xuedong Huang 001; Andreas Stolcke; Michael Zeng 001 (CoRR, 2019)

PyKaldi2: Yet another speech toolkit based on Kaldi and PyTorch. - Liang Lu 001; Xiong Xiao; Zhuo Chen 006; Yifan Gong 001 (CoRR, 2019)

Continuous Speech Separation: Dataset and Analysis. - Zhuo Chen 006; Takuya Yoshioka; Liang Lu 001; Tianyan Zhou; Zhong Meng; Yi Luo 004; Jian Wu 027; Xiong Xiao; Jinyu Li 001 (ICASSP, 2020)

End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation. - Yi Luo 004; Zhuo Chen 006; Nima Mesgarani; Takuya Yoshioka (ICASSP, 2020)

Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation. - Yi Luo 004; Zhuo Chen 006; Takuya Yoshioka (ICASSP, 2020)

Improving Deep CNN Networks with Long Temporal Context for Text-Independent Speaker Verification. - Yong Zhao 008; Tianyan Zhou; Zhuo Chen 006; Jian Wu 027 (ICASSP, 2020)

Data Representation in Hybrid Coding Framework for Feature Maps Compression. - Zhuo Chen 006; Ling-Yu Duan; Shiqi Wang 001; Weisi Lin; Alex C. Kot (ICIP, 2020)

Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of any Number of Speakers. - Naoyuki Kanda; Yashesh Gaur; Xiaofei Wang 009; Zhong Meng; Zhuo Chen 006; Tianyan Zhou; Takuya Yoshioka (INTERSPEECH, 2020)

Neural Speech Separation Using Spatially Distributed Microphones. - Dongmei Wang; Zhuo Chen 006; Takuya Yoshioka (INTERSPEECH, 2020)

An End-to-End Architecture of Online Multi-Channel Speech Separation. - Jian Wu 027; Zhuo Chen 006; Jinyu Li 001; Takuya Yoshioka; Zhili Tan; Ed Lin; Yi Luo 004; Lei Xie 001 (INTERSPEECH, 2020)

Continuous speech separation: dataset and analysis. - Zhuo Chen 006; Takuya Yoshioka; Liang Lu 001; Tianyan Zhou; Zhong Meng; Yi Luo 004; Jian Wu 027; Jinyu Li 001 (CoRR, 2020)

Continuous Speech Separation with Conformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Jinyu Li 001; Chengyi Wang 002; Shujie Liu 001; Ming Zhou 001 (CoRR, 2020)

Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Takuya Yoshioka; Shujie Liu 001; Jinyu Li 001 (CoRR, 2020)

Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording. - Cong Han; Yi Luo 004; Chenda Li; Tianyan Zhou; Keisuke Kinoshita; Shinji Watanabe 001; Marc Delcroix; Hakan Erdogan; John R. Hershey; Nima Mesgarani; Zhuo Chen 006 (CoRR, 2020)

Toward Intelligent Sensing: Intermediate Deep Feature Compression. - Zhuo Chen 006; Kui Fan; Shiqi Wang 001; Lingyu Duan; Weisi Lin; Alex ChiChung Kot (IEEE Trans. Image Process., 2020)

A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio. - Naoyuki Kanda; Xiong Xiao; Jian Wu 027; Tianyan Zhou; Yashesh Gaur; Xiaofei Wang 009; Zhong Meng; Zhuo Chen 006; Takuya Yoshioka (ASRU, 2021)

Continuous Speech Separation with Ad Hoc Microphone Arrays. - Dongmei Wang; Takuya Yoshioka; Zhuo Chen 006; Xiaofei Wang 009; Tianyan Zhou; Zhong Meng (EUSIPCO, 2021)

Don't Shoot Butterfly with Rifles: Multi-Channel Continuous Speech Separation with Early Exit Transformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Takuya Yoshioka; Shujie Liu 001; Jin-Yu Li 001; Xiangzhan Yu (ICASSP, 2021)

Continuous Speech Separation with Conformer. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Jian Wu 027; Jinyu Li 001; Takuya Yoshioka; Chengyi Wang 002; Shujie Liu 001; Ming Zhou 001 (ICASSP, 2021)

Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR. - Naoyuki Kanda; Zhong Meng; Liang Lu 001; Yashesh Gaur; Xiaofei Wang 009; Zhuo Chen 006; Takuya Yoshioka (ICASSP, 2021)

Dual-Path Modeling for Long Recording Speech Separation in Meetings. - Chenda Li; Zhuo Chen 006; Yi Luo 004; Cong Han; Tianyan Zhou; Keisuke Kinoshita; Marc Delcroix; Shinji Watanabe 001; Yanmin Qian (ICASSP, 2021)

Rethinking The Separation Layers In Speech Separation Networks. - Yi Luo 004; Zhuo Chen 006; Cong Han; Chenda Li; Tianyan Zhou; Nima Mesgarani (ICASSP, 2021)

Microsoft Speaker Diarization System for the Voxceleb Speaker Recognition Challenge 2020. - Xiong Xiao; Naoyuki Kanda; Zhuo Chen 006; Tianyan Zhou; Takuya Yoshioka; Sanyuan Chen; Yong Zhao 008; Gang Liu 001; Yu Wu 012; Jian Wu 027; Shujie Liu 001; Jinyu Li 001; et al. (ICASSP, 2021)

Ultra Fast Speech Separation Model with Teacher Student Learning. - Sanyuan Chen; Yu Wu 012; Zhuo Chen 006; Jian Wu 027; Takuya Yoshioka; Shujie Liu 001; Jinyu Li 001; Xiangzhan Yu (Interspeech, 2021)

Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement. - Sefik Emre Eskimez; Xiaofei Wang 009; Min Tang; Hemin Yang; Zirun Zhu; Zhuo Chen 006; Huaming Wang; Takuya Yoshioka (Interspeech, 2021)

AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario. - Yihui Fu; Luyao Cheng; Shubo Lv; Yukai Jv; Yuxiang Kong; Zhuo Chen 006; Yanxin Hu; Lei Xie 001; Jian Wu 027; Hui Bu; Xin Xu; Jun Du 002; et al. (Interspeech, 2021)

Continuous Speech Separation Using Speaker Inventory for Long Recording. - Cong Han; Yi Luo 004; Chenda Li; Tianyan Zhou; Keisuke Kinoshita; Shinji Watanabe 001; Marc Delcroix; Hakan Erdogan; John R. Hershey; Nima Mesgarani; Zhuo Chen 006 (Interspeech, 2021)

Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker. - Maokui He; Desh Raj; Zili Huang; Jun Du 002; Zhuo Chen 006; Shinji Watanabe 001 (Interspeech, 2021)

End-to-End Speaker-Attributed ASR with Transformer. - Naoyuki Kanda; Guoli Ye; Yashesh Gaur; Xiaofei Wang 009; Zhong Meng; Zhuo Chen 006; Takuya Yoshioka (Interspeech, 2021)

Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone. - Naoyuki Kanda; Guoli Ye; Yu Wu 012; Yashesh Gaur; Xiaofei Wang 009; Zhong Meng; Zhuo Chen 006; Takuya Yoshioka (Interspeech, 2021)

Investigation of Practical Aspects of Single Channel Speech Separation for ASR. - Jian Wu 027; Zhuo Chen 006; Sanyuan Chen; Yu Wu 012; Takuya Yoshioka; Naoyuki Kanda; Shujie Liu 001; Jinyu Li 001 (Interspeech, 2021)

Investigation of End-to-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings. - Naoyuki Kanda; Xuankai Chang; Yashesh Gaur; Xiaofei Wang 009; Zhong Meng; Zhuo Chen 006; Takuya Yoshioka (SLT, 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)

Dual-Path RNN for Long Recording Speech Separation. - Chenda Li; Yi Luo 004; Cong Han; Jinyu Li 001; Takuya Yoshioka; Tianyan Zhou; Marc Delcroix; Keisuke Kinoshita; Christoph Böddeker; Yanmin Qian; Shinji Watanabe 001; Zhuo Chen 006 (SLT, 2021)

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis. - Desh Raj; Pavel Denisov; Zhuo Chen 006; Hakan Erdogan; Zili Huang; Maokui He; Shinji Watanabe 001; Jun Du 002; Takuya Yoshioka; Yi Luo 004; Naoyuki Kanda; Jinyu Li 001; et al. (SLT, 2021)

Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement. - Zhong-Qiu Wang 001; Hakan Erdogan; Scott Wisdom; Kevin W. Wilson; Desh Raj; Shinji Watanabe 001; Zhuo Chen 006; John R. Hershey (SLT, 2021)

Exploring End-to-End Multi-Channel ASR with Bias Information for Meeting Transcription. - Xiaofei Wang 009; Naoyuki Kanda; Yashesh Gaur; Zhuo Chen 006; Zhong Meng; Takuya Yoshioka (SLT, 2021)

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. - Sanyuan Chen; Chengyi Wang 002; Zhengyang Chen; Yu Wu 012; Shujie Liu 001; Zhuo Chen 006; Jinyu Li 001; Naoyuki Kanda; Takuya Yoshioka; Xiong Xiao; Jian Wu 027; Long Zhou; et al. (CoRR, 2021)

A New Image Codec Paradigm for Human and Machine Uses. - Sien Chen; Jian Jin; Lili Meng; Weisi Lin; Zhuo Chen 006; Tsui-Shan Chang; Zhengguang Li; Huaxiang Zhang 001 (CoRR, 2021)

Speaker Separation Using Speaker Inventories and Estimated Speech. - Peidong Wang; Zhuo Chen 006; DeLiang Wang; Jinyu Li 001; Yifan Gong 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training. - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Zhengyang Chen; Zhuo Chen 006; Shujie Liu 001; Jian Wu 027; Yao Qian; Furu Wei; Jinyu Li 001; Xiangzhan Yu (ICASSP, 2022)

Personalized speech enhancement: new models and Comprehensive evaluation. - Sefik Emre Eskimez; Takuya Yoshioka; Huaming Wang; Xiaofei Wang 009; Zhuo Chen 006; Xuedong Huang 001 (ICASSP, 2022)

Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers Using End-to-End Speaker-Attributed ASR. - Naoyuki Kanda; Xiong Xiao; Yashesh Gaur; Xiaofei Wang 009; Zhong Meng; Zhuo Chen 006; Takuya Yoshioka (ICASSP, 2022)

Continuous Streaming Multi-Talker ASR with Dual-Path Transducers. - Desh Raj; Liang Lu 001; Zhuo Chen 006; Yashesh Gaur; Jinyu Li 001 (ICASSP, 2022)

One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement. - Hassan Taherian; Sefik Emre Eskimez; Takuya Yoshioka; Huaming Wang; Zhuo Chen 006; Xuedong Huang 001 (ICASSP, 2022)

VarArray: Array-Geometry-Agnostic Continuous Speech Separation. - Takuya Yoshioka; Xiaofei Wang 009; Dongmei Wang; Min Tang; Zirun Zhu; Zhuo Chen 006; Naoyuki Kanda (ICASSP, 2022)

Continuous Speech Separation with Recurrent Selective Attention Network. - Yixuan Zhang 005; Zhuo Chen 006; Jian Wu 027; Takuya Yoshioka; Peidong Wang; Zhong Meng; Jinyu Li 001 (ICASSP, 2022)

All-Neural Beamformer for Continuous Speech Separation. - Zhuohuang Zhang; Takuya Yoshioka; Naoyuki Kanda; Zhuo Chen 006; Xiaofei Wang 009; Dongmei Wang; Sefik Emre Eskimez (ICASSP, 2022)

Channel-Wise Bit Allocation for Deep Visual Feature Quantization. - Wei Wang 283; Zhuo Chen 006; Zhe Wang 019; Jie Lin 001; Long Xu 001; Weisi Lin (ICIP, 2022)

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Shujie Liu 001; Zhuo Chen 006; Peidong Wang; Gang Liu 001; Jinyu Li 001; Jian Wu 027; Xiangzhan Yu; Furu Wei (INTERSPEECH, 2022)

Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings. - Naoyuki Kanda; Jian Wu 027; Yu Wu 012; Xiong Xiao; Zhong Meng; Xiaofei Wang 009; Yashesh Gaur; Zhuo Chen 006; Jinyu Li 001; Takuya Yoshioka (INTERSPEECH, 2022)

Streaming Multi-Talker ASR with Token-Level Serialized Output Training. - Naoyuki Kanda; Jian Wu 027; Yu Wu 012; Xiong Xiao; Zhong Meng; Xiaofei Wang 009; Yashesh Gaur; Zhuo Chen 006; Jinyu Li 001; Takuya Yoshioka (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)

Exploring WavLM on Speech Enhancement. - Hyungchan Song; Sanyuan Chen; Zhuo Chen 006; Yu Wu 012; Takuya Yoshioka; Min Tang; Jong Won Shin; Shujie Liu 001 (SLT, 2022)

The Microsoft System for VoxCeleb Speaker Recognition Challenge 2022. - Gang Liu 001; Tianyan Zhou; Yong Zhao 008; Yu Wu 012; Zhuo Chen 006; Yao Qian; Jian Wu 027 (CoRR, 2022)

Breaking trade-offs in speech separation with sparsely-gated mixture of experts. - Xiaofei Wang 009; Zhuo Chen 006; Yu Shi 001; Jian Wu 027; Naoyuki Kanda; Takuya Yoshioka (CoRR, 2022)

BEATs: Audio Pre-Training with Acoustic Tokenizers. - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Shujie Liu 001; Daniel Tompkins; Zhuo Chen 006; Furu Wei (CoRR, 2022)

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing. - Sanyuan Chen; Chengyi Wang 002; Zhengyang Chen; Yu Wu 012; Shujie Liu 001; Zhuo Chen 006; Jinyu Li 001; Naoyuki Kanda; Takuya Yoshioka; Xiong Xiao; Jian Wu 027; Long Zhou; et al. (IEEE J. Sel. Top. Signal Process., 2022)

Dual-Path Modeling With Memory Embedding Model for Continuous Speech Separation. - Chenda Li; Zhuo Chen 006; Yanmin Qian (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

The Second Multi-Channel Multi-Party Meeting Transcription Challenge (M2MeT 2.0): A Benchmark for Speaker-Attributed ASR. - Yuhao Liang; Mohan Shi; Fan Yu 002; Yangze Li; Shiliang Zhang; Zhihao Du; Qian Chen 003; Lei Xie 001; Yanmin Qian; Jian Wu 027; Zhuo Chen 006; Kong Aik Lee; et al. (ASRU, 2023)

On Decoder-Only Architecture For Speech-to-Text and Large Language Model Integration. - Jian Wu 027; Yashesh Gaur; Zhuo Chen 006; Long Zhou; Yimeng Zhu; Tianrui Wang; Jinyu Li 001; Shujie Liu 001; Bo Ren; Linquan Liu; Yu Wu 012 (ASRU, 2023)

Speech Separation with Large-Scale Self-Supervised Learning. - Zhuo Chen 006; Naoyuki Kanda; Jian Wu 027; Yu Wu 012; Xiaofei Wang 009; Takuya Yoshioka; Jinyu Li 001; Sunit Sivasankaran; Sefik Emre Eskimez (ICASSP, 2023)

Real-Time Speech Interruption Analysis: from Cloud to Client Deployment. - Quchen Fu; Szu-Wei Fu; Yaran Fan; Yu Wu 012; Zhuo Chen 006; Jayant Gupchup; Ross Cutler (ICASSP, 2023)

Self-Supervised Learning with Bi-Label Masked Speech Prediction for Streaming Multi-Talker Speech Recognition. - Zili Huang; Zhuo Chen 006; Naoyuki Kanda; Jian Wu 027; Yiming Wang; Jinyu Li 001; Takuya Yoshioka; Xiaofei Wang 009; Peidong Wang (ICASSP, 2023)

Vararray Meets T-Sot: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition. - Naoyuki Kanda; Jian Wu 027; Xiaofei Wang 009; Zhuo Chen 006; Jinyu Li 001; Takuya Yoshioka (ICASSP, 2023)

Target Sound Extraction with Variable Cross-Modality Clues. - Chenda Li; Yao Qian; Zhuo Chen 006; Dongmei Wang; Takuya Yoshioka; Shujie Liu 001; Yanmin Qian; Michael Zeng 001 (ICASSP, 2023)

An Adapter Based Multi-Label Pre-Training for Speech Separation and Enhancement. - Tianrui Wang; Xie Chen 001; Zhuo Chen 006; Shu Yu; Weibin Zhu (ICASSP, 2023)

DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks. - Heming Wang; Yao Qian; Hemin Yang; Naoyuki Kanda; Peidong Wang; Takuya Yoshioka; Xiaofei Wang 009; Yiming Wang; Shujie Liu 001; Zhuo Chen 006; DeLiang Wang; Michael Zeng 001 (ICASSP, 2023)

Speaker Change Detection For Transformer Transducer ASR. - Jian Wu 027; Zhuo Chen 006; Min Hu; Xiong Xiao; Jinyu Li 001 (ICASSP, 2023)

Simulating Realistic Speech Overlaps Improves Multi-Talker ASR. - Muqiao Yang; Naoyuki Kanda; Xiaofei Wang 009; Jian Wu 027; Sunit Sivasankaran; Zhuo Chen 006; Jinyu Li 001; Takuya Yoshioka (ICASSP, 2023)

Post-Training Quantization for Vision Transformer in Transformed Domain. - Kai Feng; Zhuo Chen 006; Fei Gao 019; Zhe Wang 019; Long Xu 001; Weisi Lin (ICME, 2023)

BEATs: Audio Pre-Training with Acoustic Tokenizers. - Sanyuan Chen; Yu Wu 012; Chengyi Wang 002; Shujie Liu 001; Daniel Tompkins; Zhuo Chen 006; Wanxiang Che; Xiangzhan Yu; Furu Wei (ICML, 2023)

Adapting Multi-Lingual ASR Models for Handling Multiple Talkers. - Chenda Li; Yao Qian; Zhuo Chen 006; Naoyuki Kanda; Dongmei Wang; Takuya Yoshioka; Yanmin Qian; Michael Zeng 001 (INTERSPEECH, 2023)

Speaker Diarization for ASR Output with T-vectors: A Sequence Classification Approach. - Midia Yousefi; Naoyuki Kanda; Dongmei Wang; Zhuo Chen 006; Xiaofei Wang 009; Takuya Yoshioka (INTERSPEECH, 2023)

Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach. - Sha Guo; Zhuo Chen 006; Yang Zhao 002; Ning Zhang 023; Xiaotong Li; Lingyu Duan (ACM Multimedia, 2023)

Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers. - Chengyi Wang 002; Sanyuan Chen; Yu Wu 012; Ziqiang Zhang; Long Zhou; Shujie Liu 001; Zhuo Chen 006; Yanqing Liu; Huaming Wang; Jinyu Li 001; Lei He 005; Sheng Zhao; et al. (CoRR, 2023)

Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling. - Ziqiang Zhang; Long Zhou; Chengyi Wang 002; Sanyuan Chen; Yu Wu 012; Shujie Liu 001; Zhuo Chen 006; Yanqing Liu; Huaming Wang; Jinyu Li 001; Lei He 005; Sheng Zhao; et al. (CoRR, 2023)

VioLA: Unified Codec Language Models for Speech Recognition, Synthesis, and Translation. - Tianrui Wang; Long Zhou; Ziqiang Zhang; Yu Wu 012; Shujie Liu 001; Yashesh Gaur; Zhuo Chen 006; Jinyu Li 001; Furu Wei (CoRR, 2023)

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer. - Xiaofei Wang 009; Manthan Thakker; Zhuo Chen 006; Naoyuki Kanda; Sefik Emre Eskimez; Sanyuan Chen; Min Tang; Shujie Liu 001; Jinyu Li 001; Takuya Yoshioka (CoRR, 2023)

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning. - Jing Pan; Jian Wu 027; Yashesh Gaur; Sunit Sivasankaran; Zhuo Chen 006; Shujie Liu 001; Jinyu Li 001 (CoRR, 2023)

A Unified Image Compression Method for Human Perception and Multiple Vision Tasks. - Sha Guo; Lin Sui; Chen-Lin Zhang; Zhuo Chen 006; Wenhan Yang; Lingyu Duan (ECCV (71), 2024)

ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge. - He Wang 022; Pengcheng Guo; Yue Li; Ao Zhang; Jiayao Sun; Lei Xie 001; Wei Chen 071; Pan Zhou; Hui Bu; Xin Xu; Binbin Zhang; Zhuo Chen 006; et al. (ICASSP Workshops, 2024)

T-SOT FNT: Streaming Multi-Talker ASR with Text-Only Domain Adaptation Capability. - Jian Wu 027; Naoyuki Kanda; Takuya Yoshioka; Rui Zhao 017; Zhuo Chen 006; Jinyu Li 001 (ICASSP, 2024)

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning. - Jing Pan; Jian Wu; Yashesh Gaur; Sunit Sivasankaran; Zhuo Chen 006; Shujie Liu 001; Jinyu Li 001 (INTERSPEECH, 2024)

TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers. - Yakun Song; Zhuo Chen 006; Xiaofei Wang; Ziyang Ma 001; Guanrou Yang; Xie Chen 001 (INTERSPEECH, 2024)

T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining. - Yi Yuan; Zhuo Chen 006; Xubo Liu 001; Haohe Liu; Xuenan Xu; Dongya Jia; Yuanzhe Chen; Mark D. Plumbley; Wenwu Wang 001 (MLSP, 2024)

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models. - Philip Anastassiou; Jiawei Chen; Jitong Chen; Yuanzhe Chen; Zhuo Chen 006; Ziyi Chen; Jian Cong; Lelai Deng; Chuang Ding; Lu Gao; Mingqing Gong; Peisong Huang; et al. (CoRR, 2024)

Improving Audio Generation with Visual Enhanced Caption. - Yi Yuan; Dongya Jia; Xiaobin Zhuang; Yuanzhe Chen; Zhengxi Liu; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xubo Liu 001; Mark D. Plumbley; Wenwu Wang 001 (CoRR, 2024)

Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition. - Ye Bai; Jingping Chen; Jitong Chen; Wei Chen 071; Zhuo Chen 006; Chuang Ding; Linhao Dong; Qianqian Dong; Yujiao Du; Kepan Gao; Lu Gao; Yi Guo; et al. (CoRR, 2024)

Seed-Music: A Unified Framework for High Quality and Controlled Music Generation. - Ye Bai; Haonan Chen; Jitong Chen; Zhuo Chen 006; Yi Deng; Xiaohong Dong; Lamtharn Hantrakul; Weituo Hao; Qingqing Huang; Zhongyi Huang; Dongya Jia; Feihu La; et al. (CoRR, 2024)

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer. - Xiaofei Wang 007; Manthan Thakker; Zhuo Chen 006; Naoyuki Kanda; Sefik Emre Eskimez; Sanyuan Chen; Min Tang; Shujie Liu 001; Jinyu Li 001; Takuya Yoshioka (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

VioLA: Conditional Language Models for Speech Recognition, Synthesis, and Translation. - Tianrui Wang; Long Zhou; Ziqiang Zhang; Yu Wu 012; Shujie Liu 001; Yashesh Gaur; Zhuo Chen 006; Jinyu Li 001; Furu Wei (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Language Model Can Listen While Speaking. - Ziyang Ma 001; Yakun Song; Chenpeng Du; Jian Cong; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xie Chen 001 (AAAI, 2025)

ELLA-V: Stable Neural Codec Language Modeling with Alignment-Guided Sequence Reordering. - Yakun Song; Zhuo Chen 006; Xiaofei Wang; Ziyang Ma 001; Xie Chen 001 (AAAI, 2025)

Towards Reliable Large Audio Language Model. - Ziyang Ma 001; Xiquan Li; Yakun Song; Wenxi Chen; Chenpeng Du; Jian Wu; Yuanzhe Chen; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xie Chen 001 (ACL (Findings), 2025)

Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment. - Xueyao Zhang; Yuancheng Wang; Chaoren Wang; Ziniu Li; Zhuo Chen 006; Zhizheng Wu 001 (ACL (1), 2025)

Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems. - Song Xia; Yi Yu 011; Wenhan Yang; Meiwen Ding; Zhuo Chen 006; Ling-Yu Duan; Alex C. Kot; Xudong Jiang 001 (CVPR, 2025)

Sound-VECaps: Improving Audio Generation with Visually Enhanced Captions. - Yi Yuan; Dongya Jia; Xiaobin Zhuang; Yuanzhe Chen; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xubo Liu 001; Xiyuan Kang; Mark D. Plumbley; Wenwu Wang 001 (ICASSP, 2025)

Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression. - Sha Guo; Jing Chen; Zixuan Hu; Zhuo Chen 006; Wenhan Yang; Yu Lin; Xing Jiang; Lingyu Duan (ICLR, 2025)

Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model. - Ziyang Ma 001; Zhuo Chen 006; Yuping Wang 005; Eng Siong Chng; Xie Chen 001 (CoRR, 2025)

DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation. - Dongya Jia; Zhuo Chen 006; Jiawei Chen; Chenpeng Du; Jian Wu; Jian Cong; Xiaobin Zhuang; Chumin Li 002; Zhen Wei; Yuping Wang 005; Yuxuan Wang 002 (CoRR, 2025)

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix. - Ziyang Ma 001; Yinghao Ma; Yanqiao Zhu 003; Chen Yang; Yi-Wen Chao; Ruiyang Xu; Wenxi Chen; Yuanzhe Chen; Zhuo Chen 006; Jian Cong; Kai Li; Keliang Li; et al. (CoRR, 2025)

AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models. - Kai Li; Can Shen; Yile Liu; Jirui Han; Kelong Zheng; Xuechao Zou; Zhe Wang 019; Xingjian Du; Shun Zhang; Hanjun Luo; Yingbin Jin; Xinxin Xing; et al. (CoRR, 2025)

MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation. - Yakun Song; Jiawei Chen; Xiaobin Zhuang; Chenpeng Du; Ziyang Ma 001; Jian Wu; Jian Cong; Dongya Jia; Zhuo Chen 006; Yuping Wang 005; Yuxuan Wang 002; Xie Chen 001 (CoRR, 2025)

Sounding that Object: Interactive Object-Aware Image to Audio Generation. - Tingle Li; Baihe Huang; Xiaobin Zhuang; Dongya Jia; Jiawei Chen; Yuping Wang 005; Zhuo Chen 006; Gopala Anumanchipalli; Yuxuan Wang 002 (CoRR, 2025)