Shi-Xiong Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 82

Top Topics

Speech Recognition

Top Venues

Publications

Zili Huang, Yiwen Shao, Shi-Xiong Zhang, Dong Yu
UniX-Encoder: A Universal X-Channel Speech Encoder for AD-HOC Microphone Array Speech Processing. ICASSP (2024)
Yaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu
SECap: Speech Emotion Captioning with Large Language Model. AAAI (2024)
Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
Deep Neural Mel-Subband Beamformer for in-Car Speech Separation. ICASSP (2023)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Ruize Xu, Ruoxuan Feng, Shi-Xiong Zhang, Di Hu
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning. CoRR (2023)
Ruize Xu, Ruoxuan Feng, Shi-Xiong Zhang, Di Hu
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning. ICASSP (2023)
Yaoxun Xu, Hangting Chen, Jianwei Yu, Qiaochu Huang, Zhiyong Wu, Shi-Xiong Zhang, Guangzhi Li, Yi Luo, Rongzhi Gu
SECap: Speech Emotion Captioning with Large Language Model. CoRR (2023)
Yiwen Shao, Shi-Xiong Zhang, Dong Yu
RIR-SF: Room Impulse Response Based Spatial Feature for Multi-channel Multi-talker ASR. CoRR (2023)
Meng Yu, Yong Xu, Chunlei Zhang, Shi-Xiong Zhang, Dong Yu
Neuralecho: Hybrid of Full-Band and Sub-Band Recurrent Neural Network For Acoustic Echo Cancellation and Speech Enhancement. ASRU (2023)
Anton Ratnarajah, Shi-Xiong Zhang, Dong Yu
M3-AUDIODEC: Multi-channel multi-speaker multi-spatial audio codec. CoRR (2023)
Rongzhi Gu, Shi-Xiong Zhang, Dong Yu
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty. CoRR (2023)
Meng Yu, Yong Xu, Chunlei Zhang, Shi-Xiong Zhang, Dong Yu
NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement. CoRR (2022)
Soumi Maiti, Yushi Ueda, Shinji Watanabe, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Yong Xu
EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers. SLT (2022)
Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
Deep Neural Mel-Subband Beamformer for In-car Speech Separation. CoRR (2022)
Yiwen Shao, Shi-Xiong Zhang, Dong Yu
Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. ICASSP (2022)
Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
Joint Neural AEC and Beamforming with Double-Talk Detection. INTERSPEECH (2022)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. CoRR (2022)
Anton Ratnarajah, Shi-Xiong Zhang, Meng Yu, Zhenyu Tang, Dinesh Manocha, Dong Yu
Fast-Rir: Fast Neural Diffuse Room Impulse Response Generator. ICASSP (2022)
Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu
Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. ICASSP (2022)
Jinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su, Dong Yu, Yuexian Zou
Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMI. ICASSP (2022)
Yushi Ueda, Soumi Maiti, Shinji Watanabe, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Yong Xu
EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers. CoRR (2022)
Helin Wang, Bo Wu, Lianwu Chen, Meng Yu, Jianwei Yu, Yong Xu, Shi-Xiong Zhang, Chao Weng, Dan Su, Dong Yu
TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation. Interspeech (2021)
Anton Ratnarajah, Shi-Xiong Zhang, Meng Yu, Zhenyu Tang, Dinesh Manocha, Dong Yu
FAST-RIR: Fast neural diffuse room impulse response generator. CoRR (2021)
Meng Yu, Chunlei Zhang, Yong Xu, Shi-Xiong Zhang, Dong Yu
MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. Interspeech (2021)
Jinchuan Tian, Jianwei Yu, Chao Weng, Shi-Xiong Zhang, Dan Su, Dong Yu, Yuexian Zou
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI. CoRR (2021)
Brian Yan, Chunlei Zhang, Meng Yu, Shi-Xiong Zhang, Siddharth Dalmia, Dan Berrebbi, Chao Weng, Shinji Watanabe, Dong Yu
Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. CoRR (2021)
Saurabh Kataria, Shi-Xiong Zhang, Dong Yu
Multi-Channel Speaker Verification for Single and Multi-Talker Speech. Interspeech (2021)
Yiwen Shao, Shi-Xiong Zhang, Dong Yu
Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. CoRR (2021)
Jianwei Yu, Shi-Xiong Zhang, Bo Wu, Shansong Liu, Shoukang Hu, Mengzhe Geng, Xunying Liu, Helen Meng, Dong Yu
Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain. IEEE Signal Process. Lett. 28 (2021)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain. CoRR (2021)
Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shi-Xiong Zhang, Dong Yu, Michael I. Mandel
WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. SLT (2021)
Rongzhi Gu, Shi-Xiong Zhang, Meng Yu, Dong Yu
3D Spatial Features for Multi-Channel Target Speech Separation. ASRU (2021)
Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Dong Yu
ADL-MVDR: All Deep Learning MVDR Beamformer for Target Speech Separation. ICASSP (2021)
Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu
Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Meng Yu, Chunlei Zhang, Yong Xu, Shi-Xiong Zhang, Dong Yu
MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. CoRR (2021)
Yong Xu, Zhuohuang Zhang, Meng Yu, Shi-Xiong Zhang, Dong Yu
Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation. Interspeech (2021)
Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu
MIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation. Interspeech (2021)
Helin Wang, Bo Wu, Lianwu Chen, Meng Yu, Jianwei Yu, Yong Xu, Shi-Xiong Zhang, Chao Weng, Dan Su, Dong Yu
TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation. CoRR (2021)
Jianming Liu, Meng Yu, Yong Xu, Chao Weng, Shi-Xiong Zhang, Lianwu Chen, Dong Yu
Neural Mask based Multi-channel Convolutional Beamforming for Joint Dereverberation, Echo Cancellation and Denoising. SLT (2021)
Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Yong Xu, Shi-Xiong Zhang, Dong Yu
Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization. ICASSP (2021)
Daniel Michelsanti, Zheng-Hua Tan, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu, Jesper Jensen
An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Yong Xu, Zhuohuang Zhang, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Dong Yu
Generalized RNN beamformer for target speech separation. CoRR (2021)
Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu
MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation. CoRR (2021)
Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu
Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer. CoRR (2021)
Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning. ICASSP (2020)
Daniel Michelsanti, Zheng-Hua Tan, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu, Jesper Jensen
An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation. CoRR (2020)
Yifan Ding, Yong Xu, Shi-Xiong Zhang, Yahuan Cong, Liqiang Wang
Self-Supervised Learning for Audio-Visual Speaker Diarization. ICASSP (2020)
Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Chao Weng, Jianming Liu, Dong Yu
Neural Spatio-Temporal Beamformer for Target Speech Separation. INTERSPEECH (2020)
Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
Multi-modal Multi-channel Target Speech Separation. CoRR (2020)
Zhaoheng Ni, Yong Xu, Meng Yu, Bo Wu, Shi-Xiong Zhang, Dong Yu, Michael I. Mandel
WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. CoRR (2020)
Shansong Liu, Xurong Xie, Jianwei Yu, Shoukang Hu, Mengzhe Geng, Rongfeng Su, Shi-Xiong Zhang, Xunying Liu, Helen Meng
Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition. INTERSPEECH (2020)
Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
Audio-visual Multi-channel Recognition of Overlapped Speech. CoRR (2020)
Aswin Shanmugam Subramanian, Chao Weng, Shinji Watanabe, Meng Yu, Yong Xu, Shi-Xiong Zhang, Dong Yu
Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization. CoRR (2020)
Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu
Audio-visual Recognition of Overlapped speech for the LRS2 dataset. CoRR (2020)
Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning. CoRR (2020)
Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu
Multi-Modal Multi-Channel Target Speech Separation. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Chao Weng, Jianming Liu, Dong Yu
Neural Spatio-Temporal Beamformer for Target Speech Separation. CoRR (2020)
Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng
Audio-Visual Multi-Channel Recognition of Overlapped Speech. INTERSPEECH (2020)
Yifan Ding, Yong Xu, Shi-Xiong Zhang, Yahuan Cong, Liqiang Wang
Self-supervised learning for audio-visual speaker diarization. CoRR (2020)
Aswin Shanmugam Subramanian, Chao Weng, Meng Yu, Shi-Xiong Zhang, Yong Xu, Shinji Watanabe, Dong Yu
Far-Field Location Guided Target Speech Extraction Using End-to-End Speech Recognition Objectives. ICASSP (2020)
Zhuohuang Zhang, Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Donald S. Williamson, Dong Yu
Multi-channel Multi-frame ADL-MVDR for Target Speech Separation. CoRR (2020)
Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu
Audio-Visual Recognition of Overlapped Speech for the LRS2 Dataset. ICASSP (2020)
Ke Tan, Yong Xu, Shi-Xiong Zhang, Meng Yu, Dong Yu
Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation. INTERSPEECH (2019)
Shi-Xiong Zhang, Yifan Gong, Dong Yu
Encrypted Speech Recognition using Deep Polynomial Networks. CoRR (2019)
Rongzhi Gu, Jian Wu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
End-to-End Multi-Channel Speech Separation. CoRR (2019)
Ke Tan, Yong Xu, Shi-Xiong Zhang, Meng Yu, Dong Yu
Audio-Visual Speech Separation and Dereverberation with a Two-Stage Multimodal Network. CoRR (2019)
Shi-Xiong Zhang, Yifan Gong, Dong Yu
Encrypted Speech Recognition Using Deep Polynomial Networks. ICASSP (2019)
Rongzhi Gu, Lianwu Chen, Shi-Xiong Zhang, Jimeng Zheng, Yong Xu, Meng Yu, Dan Su, Yuexian Zou, Dong Yu
Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information. INTERSPEECH (2019)
Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
Time Domain Audio Visual Speech Separation. CoRR (2019)
Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
Time Domain Audio Visual Speech Separation. ASRU (2019)
Fahimeh Bahmaninezhad, Shi-Xiong Zhang, Yong Xu, Meng Yu, John H. L. Hansen, Dong Yu
A Unified Framework for Speech Separation. CoRR (2019)
Fahimeh Bahmaninezhad, Jian Wu, Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Meng Yu, Dong Yu
A comprehensive study of speech separation: spectrogram vs waveform separation. CoRR (2019)
Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
Improved Speaker-Dependent Separation for CHiME-5 Challenge. INTERSPEECH (2019)
Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu
Improved Speaker-Dependent Separation for CHiME-5 Challenge. CoRR (2019)
Liping Chen, Yong Zhao, Shi-Xiong Zhang, Jie Li, Guoli Ye, Frank K. Soong
Exploring Sequential Characteristics in Speaker Bottleneck Feature for Text-Dependent Speaker Verification. ICASSP (2018)
Yong Zhao, Jinyu Li, Shi-Xiong Zhang, Liping Chen, Yifan Gong
Domain and Speaker Adaptation for Cortana Speech Recognition. ICASSP (2018)
Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong
End-to-End Attention based Text-Dependent Speaker Verification. CoRR (2017)
Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong
End-to-End attention based text-dependent speaker verification. SLT (2016)
Shi-Xiong Zhang, Rui Zhao, Chaojun Liu, Jinyu Li, Yifan Gong
Recurrent support vector machines for speech recognition. ICASSP (2016)
Yajie Miao, Jinyu Li, Yongqiang Wang, Shi-Xiong Zhang, Yifan Gong
Simplifying long short-term memory acoustic models for fast training and decoding. ICASSP (2016)
Shi-Xiong Zhang, Chaojun Liu, Kaisheng Yao, Yifan Gong
Deep neural support vector machines for speech recognition. ICASSP (2015)
Jingzhou Yang, Rogier C. van Dalen, Shi-Xiong Zhang, Mark J. F. Gales
Infinite structured support vector machines for speech recognition. ICASSP (2014)
Kate Knill, Mark J. F. Gales, Shakti P. Rath, Philip C. Woodland, Chao Zhang, Shi-Xiong Zhang
Investigation of multilingual deep neural networks for spoken term detection. ASRU (2013)
Shi-Xiong Zhang, M. J. F. Gales
Kernelized log linear models for continuous speech recognition. ICASSP (2013)
Shi-Xiong Zhang, Mark J. F. Gales
Structured SVMs for Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 21 (3) (2013)
Shi-Xiong Zhang, M. J. F. Gales
Extending noise robust structured support vector machines to larger vocabulary tasks. ASRU (2011)
Shi-Xiong Zhang, Man-Wai Mak
Optimized Discriminative Kernel for SVM Scoring and Its Application to Speaker Verification. IEEE Trans. Neural Networks 22 (2) (2011)
Shi-Xiong Zhang, Mark J. F. Gales
Structured Support Vector Machines for Noise Robust Continuous Speech Recognition. INTERSPEECH (2011)
Shi-Xiong Zhang, Anton Ragni, Mark J. F. Gales
Structured Log Linear Models for Noise Robust Speech Recognition. IEEE Signal Process. Lett. 17 (11) (2010)
Shi-Xiong Zhang, Man-Wai Mak
Optimization of discriminative kernels in SVM speaker verification. INTERSPEECH (2009)
Shi-Xiong Zhang, Man-Wai Mak
A new adaptation approach to high-level speaker-model creation in speaker verification. Speech Commun. 51 (6) (2009)
Shi-Xiong Zhang, Man-Wai Mak
High-level speaker verification via articulatory-feature based sequence kernels and SVM. INTERSPEECH (2008)
Shi-Xiong Zhang, Man-Wai Mak, Helen M. Meng
High-level feature-based speaker verification via articulatory phonetic-class pronunciation modeling. INTERSPEECH (2007)
Shi-Xiong Zhang, Man-Wai Mak
A New Adaptation Method for Speaker-Model Creation in High-Level Speaker Verification. PCM (2007)
Shi-Xiong Zhang, Man-Wai Mak, Helen M. Meng
Speaker Verification via High-Level Feature Based Phonetic-Class Pronunciation Modeling. IEEE Trans. Computers 56 (9) (2007)