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Shixiong Zhang 0001

Shi-Xiong Zhang 0001

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affiliation: Capital One, USA
affiliation: Tencent AI Lab, Bellevue, WA, USA
affiliation: Microsoft Corporation, Redmond, WA, USA
affiliation (PhD 2018): Cambridge University, Engineering Department, Machine Intelligence Laboratory, Cambridge UK

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2024
[c49]
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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: 19323-19331
[c48]
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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: 11991-11995
[i44]
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  - journals/corr/abs-2406-06619
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Zheshu Song, Jianheng Zhuo, Yifan Yang, Ziyang Ma, Shixiong Zhang, Xie Chen:
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR. CoRR abs/2406.06619 (2024)
[i43]
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  - journals/corr/abs-2408-17431
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Mohan Shi, Zengrui Jin, Yaoxun Xu, Yong Xu, Shi-Xiong Zhang, Kun Wei, Yiwen Shao, Chunlei Zhang, Dong Yu:
Advancing Multi-talker ASR Performance with Large Language Models. CoRR abs/2408.17431 (2024)
[i42]
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  - journals/corr/abs-2409-00800
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Yaoxun Xu, Shi-Xiong Zhang, Jianwei Yu, Zhiyong Wu, Dong Yu:
Comparing Discrete and Continuous Space LLMs for Speech Recognition. CoRR abs/2409.00800 (2024)
[i41]
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  - journals/corr/abs-2409-00819
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Zengrui Jin, Yifan Yang, Mohan Shi, Wei Kang, Xiaoyu Yang, Zengwei Yao, Fangjun Kuang, Liyong Guo, Lingwei Meng, Long Lin, Yong Xu, Shi-Xiong Zhang, Daniel Povey:
LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization. CoRR abs/2409.00819 (2024)
[i40]
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  - journals/corr/abs-2409-11564
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Genta Indra Winata, Hanyang Zhao, Anirban Das, Wenpin Tang, David D. Yao, Shi-Xiong Zhang, Sambit Sahu:
Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey. CoRR abs/2409.11564 (2024)
[i39]
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  - journals/corr/abs-2409-13054
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Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das, Supriyo Chakraborty, Stephen Rawls, Sambit Sahu, Milind R. Naphade:
LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models. CoRR abs/2409.13054 (2024)
[i38]
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  - journals/corr/abs-2410-04203
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Hanyang Zhao, Genta Indra Winata, Anirban Das, Shi-Xiong Zhang, David D. Yao, Wenpin Tang, Sambit Sahu:
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization. CoRR abs/2410.04203 (2024)
2023
[j12]
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  - journals/taslp/GuZZY23
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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: 849-862 (2023)
[c47]
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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: 1-8
[c46]
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Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu:
Deep Neural Mel-Subband Beamformer for in-Car Speech Separation. ICASSP 2023: 1-5
[c45]
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  - conf/icassp/XuFZH23
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Ruize Xu, Ruoxuan Feng, Shi-Xiong Zhang, Di Hu:
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning. ICASSP 2023: 1-5
[c44]
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  - conf/interspeech/0004K0Z023
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Yong Xu, Vinay Kothapally, Meng Yu, Shixiong Zhang, Dong Yu:
Zoneformer: On-device Neural Beamformer For In-car Multi-zone Speech Separation, Enhancement and Echo Cancellation. INTERSPEECH 2023: 5117-5121
[i37]
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  - journals/corr/abs-2302-13462
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Rongzhi Gu, Shi-Xiong Zhang, Dong Yu:
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty. CoRR abs/2302.13462 (2023)
[i36]
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  - journals/corr/abs-2303-05338
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Ruize Xu, Ruoxuan Feng, Shi-Xiong Zhang, Di Hu:
MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning. CoRR abs/2303.05338 (2023)
[i35]
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  - journals/corr/abs-2309-07416
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Anton Ratnarajah, Shi-Xiong Zhang, Dong Yu:
M3-AUDIODEC: Multi-channel multi-speaker multi-spatial audio codec. CoRR abs/2309.07416 (2023)
[i34]
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  - journals/corr/abs-2311-00146
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Yiwen Shao, Shi-Xiong Zhang, Dong Yu:
RIR-SF: Room Impulse Response Based Spatial Feature for Multi-channel Multi-talker ASR. CoRR abs/2311.00146 (2023)
[i33]
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  - journals/corr/abs-2312-10381
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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 abs/2312.10381 (2023)
2022
[c43]
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  - conf/icassp/RatnarajahZYTMY22
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Anton Ratnarajah, Shi-Xiong Zhang, Meng Yu, Zhenyu Tang, Dinesh Manocha, Dong Yu:
Fast-Rir: Fast Neural Diffuse Room Impulse Response Generator. ICASSP 2022: 571-575
[c42]
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  - conf/icassp/ShaoZY22
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Yiwen Shao, Shi-Xiong Zhang, Dong Yu:
Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. ICASSP 2022: 6067-6071
[c41]
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  - conf/icassp/YanZYZDBWWY22
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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: 6412-6416
[c40]
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  - conf/icassp/TianYWZSYZ22
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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: 7782-7786
[c39]
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  - conf/interspeech/Kothapally00Z022
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Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu:
Joint Neural AEC and Beamforming with Double-Talk Detection. INTERSPEECH 2022: 2528-2532
[c38]
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  - conf/slt/MaitiUWZYZX22
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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: 480-487
[i32]
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  - journals/corr/abs-2203-17068
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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 abs/2203.17068 (2022)
[i31]
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  - journals/corr/abs-2205-10401
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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 abs/2205.10401 (2022)
[i30]
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  - journals/corr/abs-2211-12590
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Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu:
Deep Neural Mel-Subband Beamformer for In-car Speech Separation. CoRR abs/2211.12590 (2022)
[i29]
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  - journals/corr/abs-2212-08348
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Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu:
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. CoRR abs/2212.08348 (2022)
2021
[j11]
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  - journals/spl/GuZZY21
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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: 1370-1374 (2021)
[j10]
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  - journals/taslp/MichelsantiTZXY21
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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: 1368-1396 (2021)
[j9]
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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: 2067-2082 (2021)
[j8]
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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: 3526-3540 (2021)
[c37]
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  - conf/asru/GuZYY21
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Rongzhi Gu, Shi-Xiong Zhang, Meng Yu, Dong Yu:
3D Spatial Features for Multi-Channel Target Speech Separation. ASRU 2021: 996-1002
[c36]
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  - conf/icassp/Zhang00ZC021
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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: 6089-6093
[c35]
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  - conf/icassp/SubramanianW00021
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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: 8433-8437
[c34]
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  - conf/interspeech/WangWC0YXZWSY21
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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: 1109-1113
[c33]
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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: 1119-1123
[c32]
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Meng Yu, Chunlei Zhang, Yong Xu, Shi-Xiong Zhang, Dong Yu:
MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. Interspeech 2021: 2142-2146
[c31]
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Yong Xu, Zhuohuang Zhang, Meng Yu, Shi-Xiong Zhang, Dong Yu:
Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation. Interspeech 2021: 3076-3080
[c30]
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  - conf/interspeech/KatariaZ021
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Saurabh Kataria, Shi-Xiong Zhang, Dong Yu:
Multi-Channel Speaker Verification for Single and Multi-Talker Speech. Interspeech 2021: 4608-4612
[c29]
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  - conf/slt/LiuYXWZC021
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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: 766-770
[c28]
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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: 817-824
[i28]
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  - journals/corr/abs-2101-01280
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Yong Xu, Zhuohuang Zhang, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Dong Yu:
Generalized RNN beamformer for target speech separation. CoRR abs/2101.01280 (2021)
[i27]
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  - journals/corr/abs-2103-16849
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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 abs/2103.16849 (2021)
[i26]
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  - journals/corr/abs-2104-01227
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Meng Yu, Chunlei Zhang, Yong Xu, Shi-Xiong Zhang, Dong Yu:
MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. CoRR abs/2104.01227 (2021)
[i25]
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  - journals/corr/abs-2104-08450
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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 abs/2104.08450 (2021)
[i24]
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  - journals/corr/abs-2104-12359
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Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu:
Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain. CoRR abs/2104.12359 (2021)
[i23]
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  - journals/corr/abs-2110-04057
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Anton Ratnarajah, Shi-Xiong Zhang, Meng Yu, Zhenyu Tang, Dinesh Manocha, Dong Yu:
FAST-RIR: Fast neural diffuse room impulse response generator. CoRR abs/2110.04057 (2021)
[i22]
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  - journals/corr/abs-2111-04904
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Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu:
Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer. CoRR abs/2111.04904 (2021)
[i21]
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  - journals/corr/abs-2111-11023
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Yiwen Shao, Shi-Xiong Zhang, Dong Yu:
Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. CoRR abs/2111.11023 (2021)
[i20]
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  - journals/corr/abs-2111-15016
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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 abs/2111.15016 (2021)
[i19]
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  - journals/corr/abs-2112-02498
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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 abs/2112.02498 (2021)
2020
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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): 530-541 (2020)
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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): 542-553 (2020)
[c27]
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  - conf/icassp/DingXZCW20
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Yifan Ding, Yong Xu, Shi-Xiong Zhang, Yahuan Cong, Liqiang Wang:
Self-Supervised Learning for Audio-Visual Speaker Diarization. ICASSP 2020: 4367-4371
[c26]
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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: 6984-6988
[c25]
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  - conf/icassp/SubramanianWYZX20
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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: 7299-7303
[c24]
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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: 7319-7323
[c23]
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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: 56-60
[c22]
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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: 711-715
[c21]
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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: 3496-3500
[i18]
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  - journals/corr/abs-2001-01656
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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 abs/2001.01656 (2020)
[i17]
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  - journals/corr/abs-2002-05314
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Yifan Ding, Yong Xu, Shi-Xiong Zhang, Yahuan Cong, Liqiang Wang:
Self-supervised learning for audio-visual speaker diarization. CoRR abs/2002.05314 (2020)
[i16]
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  - journals/corr/abs-2003-03927
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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 abs/2003.03927 (2020)
[i15]
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  - journals/corr/abs-2003-07032
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Rongzhi Gu, Shi-Xiong Zhang, Yong Xu, Lianwu Chen, Yuexian Zou, Dong Yu:
Multi-modal Multi-channel Target Speech Separation. CoRR abs/2003.07032 (2020)
[i14]
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  - journals/corr/abs-2005-03889
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Yong Xu, Meng Yu, Shi-Xiong Zhang, Lianwu Chen, Chao Weng, Jianming Liu, Dong Yu:
Neural Spatio-Temporal Beamformer for Target Speech Separation. CoRR abs/2005.03889 (2020)
[i13]
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  - journals/corr/abs-2005-08571
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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 abs/2005.08571 (2020)
[i12]
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  - journals/corr/abs-2008-09586
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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 abs/2008.09586 (2020)
[i11]
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  - journals/corr/abs-2011-00091
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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 abs/2011.00091 (2020)
[i10]
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  - journals/corr/abs-2011-09162
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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 abs/2011.09162 (2020)
[i9]
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  - journals/corr/abs-2012-13442
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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 abs/2012.13442 (2020)

2010 – 2019

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2019
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Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu:
Time Domain Audio Visual Speech Separation. ASRU 2019: 667-673
[c19]
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Shi-Xiong Zhang, Yifan Gong, Dong Yu:
Encrypted Speech Recognition Using Deep Polynomial Networks. ICASSP 2019: 5691-5695
[c18]
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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: 466-470
[c17]
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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: 4290-4294
[c16]
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  - conf/interspeech/BahmaninezhadWG19
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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: 4574-4578
[i8]
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  - journals/corr/abs-1904-03760
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Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu:
Time Domain Audio Visual Speech Separation. CoRR abs/1904.03760 (2019)
[i7]
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  - journals/corr/abs-1904-03792
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Jian Wu, Yong Xu, Shi-Xiong Zhang, Lianwu Chen, Meng Yu, Lei Xie, Dong Yu:
Improved Speaker-Dependent Separation for CHiME-5 Challenge. CoRR abs/1904.03792 (2019)
[i6]
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  - journals/corr/abs-1905-05605
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Shi-Xiong Zhang, Yifan Gong, Dong Yu:
Encrypted Speech Recognition using Deep Polynomial Networks. CoRR abs/1905.05605 (2019)
[i5]
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  - journals/corr/abs-1905-06286
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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 abs/1905.06286 (2019)
[i4]
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  - journals/corr/abs-1905-07497
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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 abs/1905.07497 (2019)
[i3]
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  - journals/corr/abs-1909-07352
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Ke Tan, Yong Xu, Shi-Xiong Zhang, Meng Yu, Dong Yu:
Audio-Visual Speech Separation and Dereverberation with a Two-Stage Multimodal Network. CoRR abs/1909.07352 (2019)
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  - journals/corr/abs-1912-07814
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Fahimeh Bahmaninezhad, Shi-Xiong Zhang, Yong Xu, Meng Yu, John H. L. Hansen, Dong Yu:
A Unified Framework for Speech Separation. CoRR abs/1912.07814 (2019)
2018
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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: 5364-5368
[c14]
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Yong Zhao, Jinyu Li, Shi-Xiong Zhang, Liping Chen, Yifan Gong:
Domain and Speaker Adaptation for Cortana Speech Recognition. ICASSP 2018: 5984-5988
2017
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Yifan Gong, Yan Huang, Kshitiz Kumar, Jinyu Li, Chaojun Liu, Guoli Ye, Shi-Xiong Zhang, Yong Zhao, Rui Zhao:
Challenges in and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft. New Era for Robust Speech Recognition, Exploiting Deep Learning 2017: 401-417
[i1]
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Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong:
End-to-End Attention based Text-Dependent Speaker Verification. CoRR abs/1701.00562 (2017)
2016
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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: 2284-2288
[c12]
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Shi-Xiong Zhang, Rui Zhao, Chaojun Liu, Jinyu Li, Yifan Gong:
Recurrent support vector machines for speech recognition. ICASSP 2016: 5885-5889
[c11]
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Shi-Xiong Zhang, Zhuo Chen, Yong Zhao, Jinyu Li, Yifan Gong:
End-to-End attention based text-dependent speaker verification. SLT 2016: 171-178
2015
[c10]
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  - conf/icassp/ZhangLYG15
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Shi-Xiong Zhang, Chaojun Liu, Kaisheng Yao, Yifan Gong:
Deep neural support vector machines for speech recognition. ICASSP 2015: 4275-4279
2014
[c9]
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  - conf/icassp/YangDZG14
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Jingzhou Yang, Rogier C. van Dalen, Shi-Xiong Zhang, Mark J. F. Gales:
Infinite structured support vector machines for speech recognition. ICASSP 2014: 3320-3324
2013
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Shi-Xiong Zhang, Mark J. F. Gales:
Structured SVMs for Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 21(3): 544-555 (2013)
[c8]
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Kate M. 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: 138-143
[c7]
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Shi-Xiong Zhang, Mark J. F. Gales:
Kernelized log linear models for continuous speech recognition. ICASSP 2013: 6950-6954
2011
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Shi-Xiong Zhang, Man-Wai Mak:
Optimized Discriminative Kernel for SVM Scoring and Its Application to Speaker Verification. IEEE Trans. Neural Networks 22(2): 173-185 (2011)
[c6]
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Shi-Xiong Zhang, Mark J. F. Gales:
Extending noise robust structured support vector machines to larger vocabulary tasks. ASRU 2011: 18-23
[c5]
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Shi-Xiong Zhang, Mark J. F. Gales:
Structured Support Vector Machines for Noise Robust Continuous Speech Recognition. INTERSPEECH 2011: 989-990
2010
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Shi-Xiong Zhang, Anton Ragni, Mark J. F. Gales:
Structured Log Linear Models for Noise Robust Speech Recognition. IEEE Signal Process. Lett. 17(11): 945-948 (2010)

2000 – 2009

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2009
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Shi-Xiong Zhang, Man-Wai Mak:
A new adaptation approach to high-level speaker-model creation in speaker verification. Speech Commun. 51(6): 534-550 (2009)
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Shi-Xiong Zhang, Man-Wai Mak:
Optimization of discriminative kernels in SVM speaker verification. INTERSPEECH 2009: 1275-1278
2008
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Shi-Xiong Zhang, Man-Wai Mak:
High-level speaker verification via articulatory-feature based sequence kernels and SVM. INTERSPEECH 2008: 1393-1396
2007
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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): 1189-1198 (2007)
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Shi-Xiong Zhang, Man-Wai Mak, Helen M. Meng:
High-level feature-based speaker verification via articulatory phonetic-class pronunciation modeling. INTERSPEECH 2007: 762-765
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Shi-Xiong Zhang, Man-Wai Mak:
A New Adaptation Method for Speaker-Model Creation in High-Level Speaker Verification. PCM 2007: 325-335

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