Multi-Modal Attention for Speech Emotion Recognition. - Zexu Pan; Zhaojie Luo; Jichen Yang; Haizhou Li 001 (INTERSPEECH, 2020)

Muse: Multi-Modal Target Speaker Extraction with Visual Cues. - Zexu Pan; Ruijie Tao; Chenglin Xu; Haizhou Li 001 (ICASSP, 2021)

Multi-Target DoA Estimation with an Audio-Visual Fusion Mechanism. - Xinyuan Qian 001; Maulik C. Madhavi; Zexu Pan; Jiadong Wang; Haizhou Li 001 (ICASSP, 2021)

Is Someone Speaking?: Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection. - Ruijie Tao; Zexu Pan; Rohan Kumar Das; Xinyuan Qian 001; Mike Zheng Shou; Haizhou Li 001 (ACM Multimedia, 2021)

VCSE: Time-Domain Visual-Contextual Speaker Extraction Network. - Junjie Li; Meng Ge; Zexu Pan; Longbiao Wang; Jianwu Dang 001 (INTERSPEECH, 2022)

A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction. - Zexu Pan; Meng Ge; Haizhou Li 001 (INTERSPEECH, 2022)

Towards End-to-end Speaker Diarization in the Wild. - Zexu Pan; Gordon Wichern; François G. Germain; Aswin Shanmugam Subramanian; Jonathan Le Roux (CoRR, 2022)

Speaker Extraction With Co-Speech Gestures Cue. - Zexu Pan; Xinyuan Qian 001; Haizhou Li 001 (IEEE Signal Process. Lett., 2022)

USEV: Universal Speaker Extraction With Visual Cue. - Zexu Pan; Meng Ge; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Selective Listening by Synchronizing Speech With Lips. - Zexu Pan; Ruijie Tao; Chenglin Xu; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. - Zexu Pan; Gordon Wichern; Yoshiki Masuyama; François G. Germain; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ASRU, 2023)

ImagineNet: Target Speaker Extraction with Intermittent Visual Cue Through Embedding Inpainting. - Zexu Pan; Wupeng Wang; Marvin Borsdorf; Haizhou Li 001 (ICASSP, 2023)

Target Active Speaker Detection with Audio-visual Cues. - Yidi Jiang; Ruijie Tao; Zexu Pan; Haizhou Li 001 (INTERSPEECH, 2023)

Rethinking the Visual Cues in Audio-Visual Speaker Extraction. - Junjie Li; Meng Ge; Zexu Pan; Rui Cao; Longbiao Wang; Jianwu Dang 001; Shiliang Zhang (INTERSPEECH, 2023)

Speaker Extraction with Detection of Presence and Absence of Target Speakers. - Ke Zhang; Marvin Borsdorf; Zexu Pan; Haizhou Li 001; Yangjie Wei; Yi Wang (INTERSPEECH, 2023)

Time-Domain Speech Separation Networks With Graph Encoding Auxiliary. - Tingting Wang; Zexu Pan; Meng Ge; Zhen Yang 001; Haizhou Li 001 (IEEE Signal Process. Lett., 2023)

Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition. - Jiadong Wang; Zexu Pan; Malu Zhang; Robby T. Tan; Haizhou Li 001 (AAAI, 2024)

Generation or Replication: Auscultating Audio Latent Diffusion Models. - Dimitrios Bralios; Gordon Wichern; François G. Germain; Zexu Pan; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ICASSP, 2024)

LOCSELECT: Target Speaker Localization with an Auditory Selective Hearing Mechanism. - Yu Chen; Xinyuan Qian 001; Zexu Pan; Kainan Chen; Haizhou Li 001 (ICASSP, 2024)

Audio-Visual Active Speaker Extraction for Sparsely Overlapped Multi-Talker Speech. - Junjie Li; Ruijie Tao; Zexu Pan; Meng Ge; Shuai Wang 016; Haizhou Li 001 (ICASSP, 2024)

NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. - Yoshiki Masuyama; Gordon Wichern; François G. Germain; Zexu Pan; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ICASSP, 2024)

NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. - Zexu Pan; Gordon Wichern; François G. Germain; Sameer Khurana; Jonathan Le Roux (ICASSP, 2024)

Late Audio-Visual Fusion for in-the-Wild Speaker Diarization. - Zexu Pan; Gordon Wichern; François G. Germain; Aswin Shanmugam Subramanian; Jonathan Le Roux (ICASSP Workshops, 2024)

GLMB 3D Speaker Tracking with Video-Assisted Multi-Channel Audio Optimization Functions. - Xinyuan Qian 001; Zexu Pan; Qiquan Zhang; Kainan Chen; Shoufeng Lin (ICASSP, 2024)

wTIMIT2mix: A Cocktail Party Mixtures Database to Study Target Speaker Extraction for Normal and Whispered Speech. - Marvin Borsdorf; Zexu Pan; Haizhou Li 001; Tanja Schultz (INTERSPEECH, 2024)

PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation. - Zexu Pan; Gordon Wichern; François G. Germain; Kohei Saijo; Jonathan Le Roux (INTERSPEECH, 2024)

Enhanced Reverberation as Supervision for Unsupervised Speech Separation. - Kohei Saijo; Gordon Wichern; François G. Germain; Zexu Pan; Jonathan Le Roux (INTERSPEECH, 2024)

Ensemble Deep Learning Models for EEG-Based Auditory Attention Decoding. - Peng Zhao; Ruicong Wang; Zijie Lin; Zexu Pan; Haizhou Li 001; Xueyi Zhang (ISCSLP, 2024)

TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement. - Kohei Saijo; Gordon Wichern; François G. Germain; Zexu Pan; Jonathan Le Roux (IWAENC, 2024)

Emotional Dimension Control in Language Model-Based Text-to-Speech: Spanning a Broad Spectrum of Human Emotions. - Kun Zhou 003; You Zhang; Shengkui Zhao; Hao Wang 199; Zexu Pan; Dianwen Ng; Chong Zhang 003; Chongjia Ni; Yukun Ma; Trung Hieu Nguyen 001; Jia Qi Yip; Bin Ma 001 (CoRR, 2024)

pTSE-T: Presentation Target Speaker Extraction using Unaligned Text Cues. - Ziyang Jiang; Xinyuan Qian 001; Jiahe Lei; Zexu Pan; Wei Xue 002; Xu-Cheng Yin (CoRR, 2024)

NeuroHeed: Neuro-Steered Speaker Extraction Using EEG Signals. - Zexu Pan; Marvin Borsdorf; Siqi Cai 002; Tanja Schultz; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Speech Separation With Pretrained Frontend to Minimize Domain Mismatch. - Wupeng Wang; Zexu Pan; Xinke Li; Shuai Wang 016; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Hierarchical Edge Refinement Network for Guided Depth Map Super-Resolution. - Shuo Zhang 003; Zexu Pan; Yichang Lv; Youfang Lin (IEEE Trans. Computational Imaging, 2024)

Speech Separation for Low-Resource Languages. - Marvin Borsdorf; Zexu Pan; Pascal Himmelmann; Haizhou Li 001; Tanja Schultz (ICASSP, 2025)

Improved Feature Extraction Network for Neuro-Oriented Target Speaker Extraction. - Cunhang Fan; Youdian Gao; Zexu Pan; Jingjing Zhang; Hongyu Zhang; Jie Zhang; Zhao Lv (ICASSP, 2025)

SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG. - Cunhang Fan; Sheng Zhang; Jingjing Zhang; Zexu Pan; Zhao Lv (ICASSP, 2025)

HiFi-SR: A Unified Generative Transformer-Convolutional Adversarial Network for High-Fidelity Speech Super-Resolution. - Shengkui Zhao; Kun Zhou 003; Zexu Pan; Yukun Ma; Chong Zhang 003; Bin Ma 001 (ICASSP, 2025)

Conditional Latent Diffusion-Based Speech Enhancement via Dual Context Learning. - Shengkui Zhao; Zexu Pan; Kun Zhou 003; Yukun Ma; Chong Zhang 003; Bin Ma 001 (ICASSP, 2025)

InspireMusic: Integrating Super Resolution and Large Language Model for High-Fidelity Long-Form Music Generation. - Chong Zhang 003; Yukun Ma; Qian Chen 003; Wen Wang 001; Shengkui Zhao; Zexu Pan; Hao Wang 199; Chongjia Ni; Trung Hieu Nguyen 001; Kun Zhou 003; Yidi Jiang; Chaohong Tan; et al. (CoRR, 2025)

Context-Aware Two-Step Training Scheme for Domain Invariant Speech Separation. - Wupeng Wang; Zexu Pan; Jingru Lin; Shuai Wang 016; Haizhou Li 001 (CoRR, 2025)

Causal Self-supervised Pretrained Frontend with Predictive Code for Speech Separation. - Wupeng Wang; Zexu Pan; Xinke Li; Shuai Wang 016; Haizhou Li 001 (CoRR, 2025)

Plug-and-Play Co-Occurring Face Attention for Robust Audio-Visual Speaker Extraction. - Zexu Pan; Shengkui Zhao; Tingting Wang; Kun Zhou 003; Yukun Ma; Chong Zhang 003; Bin Ma 001 (CoRR, 2025)

M3ANet: Multi-scale and Multi-Modal Alignment Network for Brain-Assisted Target Speaker Extraction. - Cunhang Fan; Ying Chen; Jian Zhou 006; Zexu Pan; Jingjing Zhang; Youdian Gao; Xiaoke Yang; Zhengqi Wen; Zhao Lv (CoRR, 2025)

Online Audio-Visual Autoregressive Speaker Extraction. - Zexu Pan; Wupeng Wang; Shengkui Zhao; Chong Zhang 003; Kun Zhou 003; Yukun Ma; Bin Ma 001 (CoRR, 2025)

ClearerVoice-Studio: Bridging Advanced Speech Processing Research and Practical Deployment. - Shengkui Zhao; Zexu Pan; Bin Ma 001 (CoRR, 2025)

MeMo: Attentional Momentum for Real-time Audio-visual Speaker Extraction under Impaired Visual Conditions. - Junjie Li; Wenxuan Wu; Shuai Wang 016; Zexu Pan; Kong Aik Lee; Helen Meng; Haizhou Li 001 (CoRR, 2025)