High-level feature-based speaker verification via articulatory phonetic-class pronunciation modeling. - Shi-Xiong Zhang 001; Man-Wai Mak; Helen M. Meng (INTERSPEECH, 2007)

A New Adaptation Method for Speaker-Model Creation in High-Level Speaker Verification. - Shi-Xiong Zhang 001; Man-Wai Mak (PCM, 2007)

Speaker Verification via High-Level Feature Based Phonetic-Class Pronunciation Modeling. - Shi-Xiong Zhang 001; Man-Wai Mak; Helen M. Meng (IEEE Trans. Computers, 2007)

High-level speaker verification via articulatory-feature based sequence kernels and SVM. - Shi-Xiong Zhang 001; Man-Wai Mak (INTERSPEECH, 2008)

Optimization of discriminative kernels in SVM speaker verification. - Shi-Xiong Zhang 001; Man-Wai Mak (INTERSPEECH, 2009)

A new adaptation approach to high-level speaker-model creation in speaker verification. - Shi-Xiong Zhang 001; Man-Wai Mak (Speech Commun., 2009)

Structured Log Linear Models for Noise Robust Speech Recognition. - Shi-Xiong Zhang 001; Anton Ragni; Mark J. F. Gales (IEEE Signal Process. Lett., 2010)

Extending noise robust structured support vector machines to larger vocabulary tasks. - Shi-Xiong Zhang 001; Mark J. F. Gales (ASRU, 2011)

Structured Support Vector Machines for Noise Robust Continuous Speech Recognition. - Shi-Xiong Zhang 001; Mark J. F. Gales (INTERSPEECH, 2011)

Optimized Discriminative Kernel for SVM Scoring and Its Application to Speaker Verification. - Shi-Xiong Zhang 001; Man-Wai Mak (IEEE Trans. Neural Networks, 2011)

Investigation of multilingual deep neural networks for spoken term detection. - Kate M. Knill; Mark J. F. Gales; Shakti P. Rath; Philip C. Woodland; Chao Zhang 031; Shi-Xiong Zhang 001 (ASRU, 2013)

Kernelized log linear models for continuous speech recognition. - Shi-Xiong Zhang 001; Mark J. F. Gales (ICASSP, 2013)

Structured SVMs for Automatic Speech Recognition. - Shi-Xiong Zhang 001; Mark J. F. Gales (IEEE Trans. Speech Audio Process., 2013)

Infinite structured support vector machines for speech recognition. - Jingzhou Yang; Rogier C. van Dalen; Shi-Xiong Zhang 001; Mark J. F. Gales (ICASSP, 2014)

Deep neural support vector machines for speech recognition. - Shi-Xiong Zhang 001; Chaojun Liu; Kaisheng Yao; Yifan Gong 001 (ICASSP, 2015)

Simplifying long short-term memory acoustic models for fast training and decoding. - Yajie Miao; Jinyu Li 001; Yongqiang Wang; Shi-Xiong Zhang 001; Yifan Gong 001 (ICASSP, 2016)

Recurrent support vector machines for speech recognition. - Shi-Xiong Zhang 001; Rui Zhao 017; Chaojun Liu; Jinyu Li 001; Yifan Gong 001 (ICASSP, 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)

Challenges in and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at Microsoft. - Yifan Gong 001; Yan Huang 028; Kshitiz Kumar; Jinyu Li 001; Chaojun Liu; Guoli Ye; Shi-Xiong Zhang 001; Yong Zhao 008; Rui Zhao 017 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Exploring Sequential Characteristics in Speaker Bottleneck Feature for Text-Dependent Speaker Verification. - Liping Chen; Yong Zhao 008; Shi-Xiong Zhang 001; Jie Li; Guoli Ye; Frank K. Soong (ICASSP, 2018)

Domain and Speaker Adaptation for Cortana Speech Recognition. - Yong Zhao 008; Jinyu Li 001; Shi-Xiong Zhang 001; Liping Chen; Yifan Gong 001 (ICASSP, 2018)

Time Domain Audio Visual Speech Separation. - Jian Wu 027; Yong Xu 004; Shi-Xiong Zhang 001; Lianwu Chen; Meng Yu 003; Lei Xie 001; Dong Yu 001 (ASRU, 2019)

Encrypted Speech Recognition Using Deep Polynomial Networks. - Shi-Xiong Zhang 001; Yifan Gong 001; Dong Yu 001 (ICASSP, 2019)

A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation. - Fahimeh Bahmaninezhad; Jian Wu 027; Rongzhi Gu; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; Dong Yu 001 (INTERSPEECH, 2019)

Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information. - Rongzhi Gu; Lianwu Chen; Shi-Xiong Zhang 001; Jimeng Zheng; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (INTERSPEECH, 2019)

Improved Speaker-Dependent Separation for CHiME-5 Challenge. - Jian Wu 027; Yong Xu 004; Shi-Xiong Zhang 001; Lianwu Chen; Meng Yu 003; Lei Xie 001; Dong Yu 001 (INTERSPEECH, 2019)

End-to-End Multi-Channel Speech Separation. - Rongzhi Gu; Jian Wu 027; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (CoRR, 2019)

A Unified Framework for Speech Separation. - Fahimeh Bahmaninezhad; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; John H. L. Hansen; Dong Yu 001 (CoRR, 2019)

Self-Supervised Learning for Audio-Visual Speaker Diarization. - Yifan Ding; Yong Xu 004; Shi-Xiong Zhang 001; Yahuan Cong; Liqiang Wang (ICASSP, 2020)

Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning. - Rongzhi Gu; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (ICASSP, 2020)

Far-Field Location Guided Target Speech Extraction Using End-to-End Speech Recognition Objectives. - Aswin Shanmugam Subramanian; Chao Weng; Meng Yu 003; Shi-Xiong Zhang 001; Yong Xu 004; Shinji Watanabe 001; Dong Yu 001 (ICASSP, 2020)

Audio-Visual Recognition of Overlapped Speech for the LRS2 Dataset. - Jianwei Yu 001; Shi-Xiong Zhang 001; Jian Wu 027; Shahram Ghorbani; Bo Wu 011; Shiyin Kang; Shansong Liu; Xunying Liu; Helen Meng; Dong Yu 001 (ICASSP, 2020)

Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition. - Shansong Liu; Xurong Xie; Jianwei Yu 001; Shoukang Hu; Mengzhe Geng; Rongfeng Su; Shi-Xiong Zhang 001; Xunying Liu; Helen Meng (INTERSPEECH, 2020)

Neural Spatio-Temporal Beamformer for Target Speech Separation. - Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Chao Weng; Jianming Liu; Dong Yu 001 (INTERSPEECH, 2020)

Audio-Visual Multi-Channel Recognition of Overlapped Speech. - Jianwei Yu 001; Bo Wu 011; Rongzhi Gu; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Dong Yu 001; Xunying Liu; Helen Meng (INTERSPEECH, 2020)

Multi-Modal Multi-Channel Target Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Yong Xu 004; Lianwu Chen; Yuexian Zou; Dong Yu 001 (IEEE J. Sel. Top. Signal Process., 2020)

Audio-Visual Speech Separation and Dereverberation With a Two-Stage Multimodal Network. - Ke Tan 001; Yong Xu 004; Shi-Xiong Zhang 001; Meng Yu 003; Dong Yu 001 (IEEE J. Sel. Top. Signal Process., 2020)

3D Spatial Features for Multi-Channel Target Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Meng Yu 003; Dong Yu 001 (ASRU, 2021)

Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization. - Aswin Shanmugam Subramanian; Chao Weng; Shinji Watanabe 001; Meng Yu 003; Yong Xu 004; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2021)

ADL-MVDR: All Deep Learning MVDR Beamformer for Target Speech Separation. - Zhuohuang Zhang; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Dong Yu 001 (ICASSP, 2021)

Multi-Channel Speaker Verification for Single and Multi-Talker Speech. - Saurabh Kataria 001; Shi-Xiong Zhang 001; Dong Yu 001 (Interspeech, 2021)

MIMO Self-Attentive RNN Beamformer for Multi-Speaker Speech Separation. - Xiyun Li; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Jiaming Xu 001; Bo Xu 002; Dong Yu 001 (Interspeech, 2021)

TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation. - Helin Wang; Bo Wu 011; Lianwu Chen; Meng Yu 003; Jianwei Yu 001; Yong Xu 004; Shi-Xiong Zhang 001; Chao Weng; Dan Su 002; Dong Yu 001 (Interspeech, 2021)

Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation. - Yong Xu 004; Zhuohuang Zhang; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (Interspeech, 2021)

MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment. - Meng Yu 003; Chunlei Zhang; Yong Xu 004; Shi-Xiong Zhang 001; Dong Yu 001 (Interspeech, 2021)

Neural Mask based Multi-channel Convolutional Beamforming for Joint Dereverberation, Echo Cancellation and Denoising. - Jianming Liu; Meng Yu 003; Yong Xu 004; Chao Weng; Shi-Xiong Zhang 001; Lianwu Chen; Dong Yu 001 (SLT, 2021)

WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation. - Zhaoheng Ni; Yong Xu 004; Meng Yu 003; Bo Wu 011; Shi-Xiong Zhang 001; Dong Yu 001; Michael I. Mandel (SLT, 2021)

Generalized RNN beamformer for target speech separation. - Yong Xu 004; Zhuohuang Zhang; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Dong Yu 001 (CoRR, 2021)

Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer. - Vinay Kothapally; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2021)

Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain. - Rongzhi Gu; Shi-Xiong Zhang 001; Yuexian Zou; Dong Yu 001 (IEEE Signal Process. Lett., 2021)

An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation. - Daniel Michelsanti; Zheng-Hua Tan; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; Dong Yu 001; Jesper Jensen 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. - Jianwei Yu 001; Shi-Xiong Zhang 001; Bo Wu 011; Shansong Liu; Shoukang Hu; Mengzhe Geng; Xunying Liu; Helen Meng; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation. - Zhuohuang Zhang; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Lianwu Chen; Donald S. Williamson; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Fast-Rir: Fast Neural Diffuse Room Impulse Response Generator. - Anton Ratnarajah; Shi-Xiong Zhang 001; Meng Yu 003; Zhenyu Tang 001; Dinesh Manocha; Dong Yu 001 (ICASSP, 2022)

Multi-Channel Multi-Speaker ASR Using 3D Spatial Feature. - Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2022)

Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMI. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Shi-Xiong Zhang 001; Dan Su 002; Dong Yu 001; Yuexian Zou (ICASSP, 2022)

Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization. - Brian Yan; Chunlei Zhang; Meng Yu 003; Shi-Xiong Zhang 001; Siddharth Dalmia; Dan Berrebbi; Chao Weng; Shinji Watanabe 001; Dong Yu 001 (ICASSP, 2022)

Joint Neural AEC and Beamforming with Double-Talk Detection. - Vinay Kothapally; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (INTERSPEECH, 2022)

EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers. - Soumi Maiti; Yushi Ueda; Shinji Watanabe 001; Chunlei Zhang; Meng Yu 003; Shi-Xiong Zhang 001; Yong Xu 004 (SLT, 2022)

NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement. - Meng Yu 003; Yong Xu 004; Chunlei Zhang; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2022)

Neuralecho: Hybrid of Full-Band and Sub-Band Recurrent Neural Network For Acoustic Echo Cancellation and Speech Enhancement. - Meng Yu 003; Yong Xu 004; Chunlei Zhang; Shi-Xiong Zhang 001; Dong Yu 001 (ASRU, 2023)

Deep Neural Mel-Subband Beamformer for in-Car Speech Separation. - Vinay Kothapally; Yong Xu 004; Meng Yu 003; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2023)

MMCosine: Multi-Modal Cosine Loss Towards Balanced Audio-Visual Fine-Grained Learning. - Ruize Xu; Ruoxuan Feng; Shi-Xiong Zhang 001; Di Hu 001 (ICASSP, 2023)

Zoneformer: On-device Neural Beamformer For In-car Multi-zone Speech Separation, Enhancement and Echo Cancellation. - Yong Xu 004; Vinay Kothapally; Meng Yu 003; Shixiong Zhang 001; Dong Yu 001 (INTERSPEECH, 2023)

3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty. - Rongzhi Gu; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2023)

M3-AUDIODEC: Multi-channel multi-speaker multi-spatial audio codec. - Anton Ratnarajah; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2023)

RIR-SF: Room Impulse Response Based Spatial Feature for Multi-channel Multi-talker ASR. - Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (CoRR, 2023)

Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Yuexian Zou; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

SECap: Speech Emotion Captioning with Large Language Model. - Yaoxun Xu; Hangting Chen; Jianwei Yu 001; Qiaochu Huang; Zhiyong Wu 001; Shi-Xiong Zhang 001; Guangzhi Li; Yi Luo 004; Rongzhi Gu (AAAI, 2024)

UniX-Encoder: A Universal X-Channel Speech Encoder for AD-HOC Microphone Array Speech Processing. - Zili Huang; Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (ICASSP, 2024)

LibriheavyMix: A 20, 000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization. - Zengrui Jin; Yifan Yang 005; Mohan Shi; Wei Kang 006; Xiaoyu Yang 005; Zengwei Yao; Fangjun Kuang; Liyong Guo; Lingwei Meng; Long Lin; Yong Xu 004; Shi-Xiong Zhang 001; et al. (INTERSPEECH, 2024)

RIR-SF: Room Impulse Response Based Spatial Feature for Target Speech Recognition in Multi-Channel Multi-Speaker Scenarios. - Yiwen Shao; Shi-Xiong Zhang 001; Dong Yu 001 (INTERSPEECH, 2024)

Multi-Channel Multi-Speaker ASR Using Target Speaker's Solo Segment. - Yiwen Shao; Shi-Xiong Zhang 001; Yong Xu 004; Meng Yu 003; Dong Yu 001; Daniel Povey; Sanjeev Khudanpur (INTERSPEECH, 2024)

LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR. - Zheshu Song; Jianheng Zhuo; Yifan Yang 005; Ziyang Ma 001; Shixiong Zhang 001; Xie Chen 001 (INTERSPEECH, 2024)

Comparing Discrete and Continuous Space LLMs for Speech Recognition. - Yaoxun Xu; Shi-Xiong Zhang 001; Jianwei Yu 001; Zhiyong Wu 001; Dong Yu 001 (INTERSPEECH, 2024)

Advancing Multi-Talker ASR Performance With Large Language Models. - Mohan Shi; Zengrui Jin; Yaoxun Xu; Yong Xu 004; Shi-Xiong Zhang 001; Kun Wei; Yiwen Shao; Chunlei Zhang; Dong Yu 001 (SLT, 2024)

LibriheavyMix: A 20,000-Hour Dataset for Single-Channel Reverberant Multi-Talker Speech Separation, ASR and Speaker Diarization. - Zengrui Jin; Yifan Yang 005; Mohan Shi; Wei Kang 006; Xiaoyu Yang 005; Zengwei Yao; Fangjun Kuang; Liyong Guo; Lingwei Meng; Long Lin; Yong Xu 004; Shi-Xiong Zhang 001; et al. (CoRR, 2024)

Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey. - Genta Indra Winata; Hanyang Zhao; Anirban Das; Wenpin Tang; David D. Yao; Shi-Xiong Zhang 001; Sambit Sahu (CoRR, 2024)

LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models. - Akshaj Kumar Veldanda; Shi-Xiong Zhang 001; Anirban Das; Supriyo Chakraborty; Stephen Rawls; Sambit Sahu; Milind R. Naphade (CoRR, 2024)

RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization. - Hanyang Zhao; Genta Indra Winata; Anirban Das; Shi-Xiong Zhang 001; David D. Yao; Wenpin Tang; Sambit Sahu (CoRR, 2024)

Continual Pre-training of MoEs: How robust is your router? - Benjamin Thérien; Charles-Étienne Joseph; Zain Sarwar; Ashwinee Panda; Anirban Das; Shi-Xiong Zhang 001; Stephen Rawls; Sambit Sahu; Eugene Belilovsky; Irina Rish (CoRR, 2025)

Guest Editorial: IEEE JSTSP Special Issue on Deep Multimodal Speech Enhancement and Separation (DEMSES). - Amir Hussain 001; Yu Tsao 001; John H. L. Hansen; Naomi Harte; Shinji Watanabe 001; Isabel Trancoso; Shixiong Zhang 001 (IEEE J. Sel. Top. Signal Process., 2025)