Zhuo Chen

According to our database, Zhuo Chen authored at least 103 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning.

Jing Pan, Jian Wu, Yashesh Gaur, Sunit Sivasankaran, Zhuo Chen, Shujie Liu, Jinyu Li

CoRR, 2023

t-SOT FNT: Streaming Multi-talker ASR with Text-only Domain Adaptation Capability.

Jian Wu, Naoyuki Kanda, Takuya Yoshioka, Rui Zhao, Zhuo Chen, Jinyu Li

CoRR, 2023

SpeechX: Neural Codec Language Model as a Versatile Speech Transformer.

Xiaofei Wang, Manthan Thakker, Zhuo Chen, Naoyuki Kanda, Sefik Emre Eskimez, Sanyuan Chen, Min Tang, Shujie Liu, Jinyu Li, Takuya Yoshioka

CoRR, 2023

On decoder-only architecture for speech-to-text and large language model integration.

Jian Wu, Yashesh Gaur, Zhuo Chen, Long Zhou, Yimeng Zhu, Tianrui Wang, Jinyu Li, Shujie Liu, Bo Ren, Linquan Liu, Yu Wu

CoRR, 2023

Adapting Multi-Lingual ASR Models for Handling Multiple Talkers.

Chenda Li, Yao Qian, Zhuo Chen, Naoyuki Kanda, Dongmei Wang, Takuya Yoshioka, Yanmin Qian, Michael Zeng

CoRR, 2023

VioLA: Unified Codec Language Models for Speech Recognition, Synthesis, and Translation.

Tianrui Wang, Long Zhou, Ziqiang Zhang, Yu Wu, Shujie Liu, Yashesh Gaur, Zhuo Chen, Jinyu Li, Furu Wei

CoRR, 2023

Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language Modeling.

Ziqiang Zhang, Long Zhou, Chengyi Wang, Sanyuan Chen, Yu Wu, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei

CoRR, 2023

Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.

Chengyi Wang, Sanyuan Chen, Yu Wu, Ziqiang Zhang, Long Zhou, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei

CoRR, 2023

Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach.

Sha Guo, Zhuo Chen, Yang Zhao, Ning Zhang, Xiaotong Li, Lingyu Duan

Proceedings of the 31st ACM International Conference on Multimedia, 2023

BEATs: Audio Pre-Training with Acoustic Tokenizers.

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei

Proceedings of the International Conference on Machine Learning, 2023

Simulating Realistic Speech Overlaps Improves Multi-Talker ASR.

Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka

Proceedings of the IEEE International Conference on Acoustics, 2023

Speaker Change Detection For Transformer Transducer ASR.

Jian Wu, Zhuo Chen, Min Hu, Xiong Xiao, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2023

DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks.

Heming Wang, Yao Qian, Hemin Yang, Nauyuki Kanda, Peidong Wang, Takuya Yoshioka, Xiaofei Wang, Yiming Wang, Shujie Liu, Zhuo Chen, DeLiang Wang, Michael Zeng

Proceedings of the IEEE International Conference on Acoustics, 2023

Target Sound Extraction with Variable Cross-Modality Clues.

Chenda Li, Yao Qian, Zhuo Chen, Dongmei Wang, Takuya Yoshioka, Shujie Liu, Yanmin Qian, Michael Zeng

Proceedings of the IEEE International Conference on Acoustics, 2023

Vararray Meets T-Sot: Advancing the State of the Art of Streaming Distant Conversational Speech Recognition.

Naoyuki Kanda, Jian Wu, Xiaofei Wang, Zhuo Chen, Jinyu Li, Takuya Yoshioka

Proceedings of the IEEE International Conference on Acoustics, 2023

Self-Supervised Learning with Bi-Label Masked Speech Prediction for Streaming Multi-Talker Speech Recognition.

Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

Speech Separation with Large-Scale Self-Supervised Learning.

Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez

Proceedings of the IEEE International Conference on Acoustics, 2023

On Decoder-Only Architecture For Speech-to-Text and Large Language Model Integration.

Jian Wu, Yashesh Gaur, Zhuo Chen, Long Zhou, Yimeng Zhu, Tianrui Wang, Jinyu Li, Shujie Liu, Bo Ren, Linquan Liu, Yu Wu

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Dual-Path Modeling With Memory Embedding Model for Continuous Speech Separation.

Chenda Li, Zhuo Chen, Yanmin Qian

IEEE ACM Trans. Audio Speech Lang. Process., 2022

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.

Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Xiangzhan Yu, Furu Wei

IEEE J. Sel. Top. Signal Process., 2022

BEATs: Audio Pre-Training with Acoustic Tokenizers.

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Furu Wei

CoRR, 2022

Breaking trade-offs in speech separation with sparsely-gated mixture of experts.

Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka

CoRR, 2022

Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition.

Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang

CoRR, 2022

Speech separation with large-scale self-supervised learning.

Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez

CoRR, 2022

The Microsoft System for VoxCeleb Speaker Recognition Challenge 2022.

Gang Liu, Tianyan Zhou, Yong Zhao, Yu Wu, Zhuo Chen, Yao Qian, Jian Wu

CoRR, 2022

Exploring WavLM on Speech Enhancement.

Hyungchan Song, Sanyuan Chen, Zhuo Chen, Yu Wu, Takuya Yoshioka, Min Tang, Jong Won Shin, Shujie Liu

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Separating Long-Form Speech with Group-wise Permutation Invariant Training.

Wangyou Zhang, Zhuo Chen, Naoyuki Kanda, Shujie Liu, Jinyu Li, Sefik Emre Eskimez, Takuya Yoshioka, Xiong Xiao, Zhong Meng, Yanmin Qian, Furu Wei

Proceedings of the Interspeech 2022, 2022

Streaming Multi-Talker ASR with Token-Level Serialized Output Training.

Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka

Proceedings of the Interspeech 2022, 2022

Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings.

Naoyuki Kanda, Jian Wu, Yu Wu, Xiong Xiao, Zhong Meng, Xiaofei Wang, Yashesh Gaur, Zhuo Chen, Jinyu Li, Takuya Yoshioka

Proceedings of the Interspeech 2022, 2022

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?

Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei

Proceedings of the Interspeech 2022, 2022

All-Neural Beamformer for Continuous Speech Separation.

Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda, Zhuo Chen, Xiaofei Wang, Dongmei Wang, Sefik Emre Eskimez

Proceedings of the IEEE International Conference on Acoustics, 2022

Continuous Speech Separation with Recurrent Selective Attention Network.

Yixuan Zhang, Zhuo Chen, Jian Wu, Takuya Yoshioka, Peidong Wang, Zhong Meng, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2022

VarArray: Array-Geometry-Agnostic Continuous Speech Separation.

Takuya Yoshioka, Xiaofei Wang, Dongmei Wang, Min Tang, Zirun Zhu, Zhuo Chen, Naoyuki Kanda

Proceedings of the IEEE International Conference on Acoustics, 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, Xuedong Huang

Proceedings of the IEEE International Conference on Acoustics, 2022

Continuous Streaming Multi-Talker ASR with Dual-Path Transducers.

Desh Raj, Liang Lu, Zhuo Chen, Yashesh Gaur, Jinyu Li

Proceedings of the IEEE International Conference on Acoustics, 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, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Proceedings of the IEEE International Conference on Acoustics, 2022

Personalized speech enhancement: new models and Comprehensive evaluation.

Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang

Proceedings of the IEEE International Conference on Acoustics, 2022

Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training.

Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Speaker Separation Using Speaker Inventories and Estimated Speech.

Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong

IEEE ACM Trans. Audio Speech Lang. Process., 2021

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing.

Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Michael Zeng, Furu Wei

CoRR, 2021

Exploring End-to-End Multi-Channel ASR with Bias Information for Meeting Transcription.

Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement.

Zhong-Qiu Wang, Hakan Erdogan, Scott Wisdom, Kevin W. Wilson, Desh Raj, Shinji Watanabe, Zhuo Chen, John R. Hershey

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis.

Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Dual-Path RNN for Long Recording Speech Separation.

Chenda Li, Yi Luo, Cong Han, Jinyu Li, Takuya Yoshioka, Tianyan Zhou, Marc Delcroix, Keisuke Kinoshita, Christoph Böddeker, Yanmin Qian, Shinji Watanabe, Zhuo Chen

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

ESPnet-SE: End-To-End Speech Enhancement and Separation Toolkit Designed for ASR Integration.

Chenda Li, Jing Shi, Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Naoyuki Kamo, Moto Hira, Tomoki Hayashi, Christoph Böddeker, Zhuo Chen, Shinji Watanabe

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Investigation of End-to-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings.

Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Investigation of Practical Aspects of Single Channel Speech Separation for ASR.

Jian Wu, Zhuo Chen, Sanyuan Chen, Yu Wu, Takuya Yoshioka, Naoyuki Kanda, Shujie Liu, Jinyu Li

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 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, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

End-to-End Speaker-Attributed ASR with Transformer.

Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Target-Speaker Voice Activity Detection with Improved i-Vector Estimation for Unknown Number of Speaker.

Maokui He, Desh Raj, Zili Huang, Jun Du, Zhuo Chen, Shinji Watanabe

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Continuous Speech Separation Using Speaker Inventory for Long Recording.

Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 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, Yanxin Hu, Lei Xie, Jian Wu, Hui Bu, Xin Xu, Jun Du, Jingdong Chen

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement.

Sefik Emre Eskimez, Xiaofei Wang, Min Tang, Hemin Yang, Zirun Zhu, Zhuo Chen, Huaming Wang, Takuya Yoshioka

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Ultra Fast Speech Separation Model with Teacher Student Learning.

Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Takuya Yoshioka, Shujie Liu, Jinyu Li, Xiangzhan Yu

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Microsoft Speaker Diarization System for the Voxceleb Speaker Recognition Challenge 2020.

Xiong Xiao, Naoyuki Kanda, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka, Sanyuan Chen, Yong Zhao, Gang Liu, Yu Wu, Jian Wu, Shujie Liu, Jinyu Li, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2021

Dual-Path Modeling for Long Recording Speech Separation in Meetings.

Chenda Li, Zhuo Chen, Yi Luo, Cong Han, Tianyan Zhou, Keisuke Kinoshita, Marc Delcroix, Shinji Watanabe, Yanmin Qian

Proceedings of the IEEE International Conference on Acoustics, 2021

Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR.

Naoyuki Kanda, Zhong Meng, Liang Lu, Yashesh Gaur, Xiaofei Wang, Zhuo Chen, Takuya Yoshioka

Proceedings of the IEEE International Conference on Acoustics, 2021

Continuous Speech Separation with Conformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Jinyu Li, Takuya Yoshioka, Chengyi Wang, Shujie Liu, Ming Zhou

Proceedings of the IEEE International Conference on Acoustics, 2021

Don't Shoot Butterfly with Rifles: Multi-Channel Continuous Speech Separation with Early Exit Transformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jin-Yu Li, Xiangzhan Yu

Proceedings of the IEEE International Conference on Acoustics, 2021

Continuous Speech Separation with Ad Hoc Microphone Arrays.

Dongmei Wang, Takuya Yoshioka, Zhuo Chen, Xiaofei Wang, Tianyan Zhou, Zhong Meng

Proceedings of the 29th European Signal Processing Conference, 2021

A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio.

Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Toward Intelligent Sensing: Intermediate Deep Feature Compression.

Zhuo Chen, Kui Fan, Shiqi Wang, Lingyu Duan, Weisi Lin, Alex ChiChung Kot

IEEE Trans. Image Process., 2020

Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording.

Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen

CoRR, 2020

Rethinking the Separation Layers in Speech Separation Networks.

Yi Luo, Zhuo Chen, Cong Han, Chenda Li, Tianyan Zhou, Nima Mesgarani

CoRR, 2020

Don't shoot butterfly with rifles: Multi-channel Continuous Speech Separation with Early Exit Transformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Takuya Yoshioka, Shujie Liu, Jinyu Li

CoRR, 2020

Continuous Speech Separation with Conformer.

Sanyuan Chen, Yu Wu, Zhuo Chen, Jinyu Li, Chengyi Wang, Shujie Liu, Ming Zhou

CoRR, 2020

Continuous speech separation: dataset and analysis.

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Jinyu Li

CoRR, 2020

An End-to-End Architecture of Online Multi-Channel Speech Separation.

Jian Wu, Zhuo Chen, Jinyu Li, Takuya Yoshioka, Zhili Tan, Ed Lin, Yi Luo, Lei Xie

Proceedings of the Interspeech 2020, 2020

Neural Speech Separation Using Spatially Distributed Microphones.

Dongmei Wang, Zhuo Chen, Takuya Yoshioka

Proceedings of the Interspeech 2020, 2020

Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of any Number of Speakers.

Naoyuki Kanda, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Tianyan Zhou, Takuya Yoshioka

Proceedings of the Interspeech 2020, 2020

Improving Deep CNN Networks with Long Temporal Context for Text-Independent Speaker Verification.

Yong Zhao, Tianyan Zhou, Zhuo Chen, Jian Wu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Dual-Path RNN: Efficient Long Sequence Modeling for Time-Domain Single-Channel Speech Separation.

Yi Luo, Zhuo Chen, Takuya Yoshioka

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation.

Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Continuous Speech Separation: Dataset and Analysis.

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

PyKaldi2: Yet another speech toolkit based on Kaldi and PyTorch.

Liang Lu, Xiong Xiao, Zhuo Chen, Yifan Gong

CoRR, 2019

Meeting Transcription Using Virtual Microphone Arrays.

Takuya Yoshioka, Zhuo Chen, Dimitrios Dimitriadis, William Hinthorn, Xuedong Huang, Andreas Stolcke, Michael Zeng

CoRR, 2019

Meeting Transcription Using Asynchronous Distant Microphones.

Takuya Yoshioka, Dimitrios Dimitriadis, Andreas Stolcke, William Hinthorn, Zhuo Chen, Michael Zeng, Xuedong Huang

Proceedings of the Interspeech 2019, 2019

Low-latency Speaker-independent Continuous Speech Separation.

Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis

Proceedings of the IEEE International Conference on Acoustics, 2019

Single-channel Speech Extraction Using Speaker Inventory and Attention Network.

Xiong Xiao, Zhuo Chen, Takuya Yoshioka, Hakan Erdogan, Changliang Liu, Dimitrios Dimitriadis, Jasha Droppo, Yifan Gong

Proceedings of the IEEE International Conference on Acoustics, 2019

Advances in Online Audio-Visual Meeting Transcription.

Takuya Yoshioka, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Igor Abramovski, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Speech Separation Using Speaker Inventory.

Peidong Wang, Zhuo Chen, Xiong Xiao, Zhong Meng, Takuya Yoshioka, Tianyan Zhou, Liang Lu, Jinyu Li

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Speaker-Independent Speech Separation With Deep Attractor Network.

Yi Luo, Zhuo Chen, Nima Mesgarani

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Speaker-Invariant Training via Adversarial Learning.

Zhong Meng, Jinyu Li, Zhuo Chen, Yong Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang Juang

CoRR, 2018

Multi-Channel Overlapped Speech Recognition with Location Guided Speech Extraction Network.

Zhuo Chen, Xiong Xiao, Takuya Yoshioka, Hakan Erdogan, Jinyu Li, Yifan Gong

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks.

Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Xiong Xiao, Fil Alleva

Proceedings of the Interspeech 2018, 2018

Multi-Microphone Neural Speech Separation for Far-Field Multi-Talker Speech Recognition.

Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Fil Alleva

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Speaker-Invariant Training Via Adversarial Learning.

Zhong Meng, Jinyu Li, Zhuo Chen, Yang Zhao, Vadim Mazalov, Yifan Gong, Biing-Hwang Juang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Developing Far-Field Speaker System Via Teacher-Student Learning.

Jinyu Li, Rui Zhao, Zhuo Chen, Changliang Liu, Xiong Xiao, Guoli Ye, Yifan Gong

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient Integration of Fixed Beamformers and Speech Separation Networks for Multi-Channel Far-Field Speech Separation.

Zhuo Chen, Takuya Yoshioka, Xiong Xiao, Linyu Li, Michael L. Seltzer, Yifan Gong

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Single Channel auditory source separation with neural network.

Zhuo Chen

PhD thesis, 2017

Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend.

Takaaki Hori, Zhuo Chen, Hakan Erdogan, John R. Hershey, Jonathan Le Roux, Vikramjit Mitra, Shinji Watanabe

Comput. Speech Lang., 2017

Improving Mask Learning Based Speech Enhancement System with Restoration Layers and Residual Connection.

Zhuo Chen, Yan Huang, Jinyu Li, Yifan Gong

Proceedings of the Interspeech 2017, 2017

Deep clustering and conventional networks for music separation: Stronger together.

Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Deep attractor network for single-microphone speaker separation.

Zhuo Chen, Yi Luo, Nima Mesgarani

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Unsupervised adaptation with domain separation networks for robust speech recognition.

Zhong Meng, Zhuo Chen, Vadim Mazalov, Jinyu Li, Yifan Gong

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Cracking the cocktail party problem by multi-beam deep attractor network.

Zhuo Chen, Jinyu Li, Xiong Xiao, Takuya Yoshioka, Huaming Wang, Zhenghao Wang, Yifan Gong

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Novel Deep Architectures in Speech Processing.

John R. Hershey, Jonathan Le Roux, Shinji Watanabe, Scott Wisdom, Zhuo Chen, Yusuf Ziya Isik

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

End-to-End attention based text-dependent speaker verification.

Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Single-Channel Multi-Speaker Separation Using Deep Clustering.

Yusuf Ziya Isik, Jonathan Le Roux, Zhuo Chen, Shinji Watanabe, John R. Hershey

Proceedings of the Interspeech 2016, 2016

Deep clustering: Discriminative embeddings for segmentation and separation.

John R. Hershey, Zhuo Chen, Jonathan Le Roux, Shinji Watanabe

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Speech enhancement and recognition using multi-task learning of long short-term memory recurrent neural networks.

Zhuo Chen, Shinji Watanabe, Hakan Erdogan, John R. Hershey

Proceedings of the INTERSPEECH 2015, 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, Zhuo Chen, Sri Harish Reddy Mallidi, Hynek Hermansky, Stavros Tsakalidis, Richard M. Schwartz

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition.

Takaaki Hori, Zhuo Chen, Hakan Erdogan, John R. Hershey, Jonathan Le Roux, Vikramjit Mitra, Shinji Watanabe

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015