Haizhou Li

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 659

Top Venues

Publications

Danqing Luo, Chen Zhang, Yan Zhang, Haizhou Li
CrossTune: Black-Box Few-Shot Classification with Label Enhancement. CoRR (2024)
Shuai Wang, Qibing Bai, Qi Liu, Jianwei Yu, Zhengyang Chen, Bing Han, Yanmin Qian, Haizhou Li
Leveraging in-the-wild Data for Effective Self-supervised Pretraining in Speaker Recognition. ICASSP (2024)
Zhenyu Weng, Huiping Zhuang, Fulin Luo, Haizhou Li, Zhiping Lin
Few-Shot Contrastive Transfer Learning With Pretrained Model for Masked Face Verification. IEEE Trans. Multim. 26 (2024)
Yicheng Gu, Xueyao Zhang, Liumeng Xue, Haizhou Li, Zhizheng Wu
An Investigation of Time-Frequency Representation Discriminators for High-Fidelity Vocoder. CoRR (2024)
Miao Liu, Jing Wang, Xinyuan Qian, Haizhou Li
Audio-Visual Temporal Forgery Detection Using Embedding-Level Fusion and Multi-Dimensional Contrastive Loss. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li
An Empirical Study on the Impact of Positional Encoding in Transformer-Based Monaural Speech Enhancement. ICASSP (2024)
Junyi Ao, Yuancheng Wang, Xiaohai Tian, Dekun Chen, Jun Zhang, Lu Lu, Yuxuan Wang, Haizhou Li, Zhizheng Wu
SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words. CoRR (2024)
Tianchi Liu, Lin Zhang, Rohan Kumar Das, Yi Ma, Ruijie Tao, Haizhou Li
How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? CoRR (2024)
Xuehao Zhou, Mingyang Zhang, Yi Zhou, Zhizheng Wu, Haizhou Li
Accented Text-to-Speech Synthesis With Limited Data. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Siqi Cai, Tanja Schultz, Haizhou Li
Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Ruijie Tao, Xinyuan Qian, Yidi Jiang, Junjie Li, Jiadong Wang, Haizhou Li
Audio-Visual Target Speaker Extraction with Reverse Selective Auditory Attention. CoRR (2024)
Ganjun Liu, Xiaohui Hou, Meng Ge, Tao Zhang, Haizhou Li
A Non-Intrusive Approach to Assessing Dysarthria Severity: Advancing Clinical Diagnosis. WWW (Companion Volume) (2024)
Chen Zhang, Chengguang Tang, Dading Chong, Ke Shi, Guohua Tang, Feng Jiang, Haizhou Li
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models. CoRR (2024)
Qianhui Liu, Jiaqi Yan, Malu Zhang, Gang Pan, Haizhou Li
LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization. CoRR (2024)
Yang Wang, Haiyang Mei, Qirui Bao, Ziqi Wei, Mike Zheng Shou, Haizhou Li, Bo Dong, Xin Yang
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition. CoRR (2024)
Qu Yang, Qianhui Liu, Nan Li, Meng Ge, Zeyang Song, Haizhou Li
SVAD: A Robust, Low-Power, and Light-Weight Voice Activity Detection with Spiking Neural Networks. ICASSP (2024)
Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li
Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio. ICASSP (2024)
Rui Liu, Haolin Zuo, Zheng Lian, Xiaofen Xing, Björn W. Schuller, Haizhou Li
Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset. CoRR (2024)
Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li
Spiking-Leaf: A Learnable Auditory Front-End for Spiking Neural Networks. ICASSP (2024)
Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li
CMB: A Comprehensive Medical Benchmark in Chinese. NAACL-HLT (2024)
Feng Jiang, Kuang Wang, Haizhou Li
Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System. CoRR (2024)
Shuai Wang, Zhengyang Chen, Bing Han, Hongji Wang, Chengdong Liang, Binbin Zhang, Xu Xiang, Wen Ding, Johan Rohdin, Anna Silnova, Yanmin Qian, Haizhou Li
Advancing speaker embedding learning: Wespeaker toolkit for research and production. Speech Commun. 162 (2024)
Xidong Wang, Nuo Chen, Junyin Chen, Yan Hu, Yidong Wang, Xiangbo Wu, Anningzhe Gao, Xiang Wan, Haizhou Li, Benyou Wang
Apollo: An Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People. CoRR (2024)
Xuehao Zhou, Mingyang Zhang, Yi Zhou, Zhiwu Li, Haizhou Li
Multi-Scale Accent Modeling with Disentangling for Multi-Speaker Multi-Accent TTS Synthesis. CoRR (2024)
Sho Inoue, Kun Zhou, Shuai Wang, Haizhou Li
Hierarchical Emotion Prediction and Control in Text-to-Speech Synthesis. CoRR (2024)
Congcong Sun, Hui Tian, Peng Tian, Haizhou Li, Zhenxing Qian
Multi-Agent Deep Learning for the Detection of Multiple Speech Steganography Methods. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Zeyang Song, Qianhui Liu, Qu Yang, Yizhou Peng, Haizhou Li
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword Spotting. CoRR (2024)
Qu Yang, Qianhui Liu, Nan Li, Meng Ge, Zeyang Song, Haizhou Li
sVAD: A Robust, Low-Power, and Light-Weight Voice Activity Detection with Spiking Neural Networks. CoRR (2024)
Jiadong Wang, Zexu Pan, Malu Zhang, Robby T. Tan, Haizhou Li
Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition. AAAI (2024)
Tianchi Liu, Kong Aik Lee, Qiongqiong Wang, Haizhou Li
Golden Gemini is All You Need: Finding the Sweet Spots for Speaker Verification. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Rui Liu, Berrak Sisman, Guanglai Gao, Haizhou Li
Controllable Accented Text-to-Speech Synthesis With Fine and Coarse-Grained Intensity Rendering. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Sho Inoue, Kun Zhou, Shuai Wang, Haizhou Li
Fine-Grained Quantitative Emotion Editing for Speech Generation. CoRR (2024)
Yidi Jiang, Zhengyang Chen, Ruijie Tao, Liqun Deng, Yanmin Qian, Haizhou Li
Prompt-Driven Target Speech Diarization. ICASSP (2024)
Sho Inoue, Kun Zhou, Shuai Wang, Haizhou Li
Hierarchical Emotion Prediction and Control in Text-to-Speech Synthesis. ICASSP (2024)
Jiabao Pan, Yan Zhang, Chen Zhang, Zuozhu Liu, Hongwei Wang, Haizhou Li
DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models. CoRR (2024)
Yaxin Fan, Feng Jiang, Peifeng Li, Haizhou Li
Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study. LREC/COLING (2024)
Ruihang Ji, Shuzhi Sam Ge, Kai Zhao, Haizhou Li
Event-Triggered Tracking Control for Nonlinear Systems With Prescribed Performance. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Chuang Li, Yang Deng, Hengchang Hu, Min-Yen Kan, Haizhou Li
Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems. CoRR (2024)
Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li
Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling. AAAI (2024)
Wenjie Wei, Malu Zhang, Jilin Zhang, Ammar Belatreche, Jibin Wu, Zijing Xu, Xuerui Qiu, Hong Chen, Yang Yang, Haizhou Li
Event-Driven Learning for Spiking Neural Networks. CoRR (2024)
Duo Ma, Xianghu Yue, Junyi Ao, Xiaoxue Gao, Haizhou Li
Text-Guided HuBERT: Self-Supervised Speech Pre-Training via Generative Adversarial Networks. IEEE Signal Process. Lett. 31 (2024)
Jiaqi Yan, Qianhui Liu, Malu Zhang, Lang Feng, De Ma, Haizhou Li, Gang Pan
Efficient spiking neural network design via neural architecture search. Neural Networks 173 (2024)
Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li
Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models. CoRR (2024)
Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li
Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio. CoRR (2024)
Jingru Lin, Meng Ge, Wupeng Wang, Haizhou Li, Mengling Feng
Selective HuBERT: Self-Supervised Pre-Training for Target Speaker in Clean and Mixture Speech. IEEE Signal Process. Lett. 31 (2024)
Shuai Wang, Zhengyang Chen, Kong Aik Lee, Yanmin Qian, Haizhou Li
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning. CoRR (2024)
Xinyuan Qian, Wei Xue, Qiquan Zhang, Ruijie Tao, Haizhou Li
Deep Cross-Modal Retrieval Between Spatial Image and Acoustic Speech. IEEE Trans. Multim. 26 (2024)
Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling. AAAI (2024)
Feng Jiang, Weihao Liu, Xiaomin Chu, Peifeng Li, Qiaoming Zhu, Haizhou Li
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark. LREC/COLING (2024)
Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators. AAAI (2024)
Kun Zhou, Berrak Sisman, Carlos Busso, Bin Ma, Haizhou Li
Mixed-EVC: Mixed Emotion Synthesis and Control in Voice Conversion. Odyssey (2024)
Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu
AceGPT, Localizing Large Language Models in Arabic. NAACL-HLT (2024)
Xiangyu Zhang, Qiquan Zhang, Hexin Liu, Tianyi Xiao, Xinyuan Qian, Beena Ahmed, Eliathamby Ambikairajah, Haizhou Li, Julien Epps
Mamba in Speech: Towards an Alternative to Self-Attention. CoRR (2024)
Zhijun Liu, Shuai Wang, Sho Inoue, Qibing Bai, Haizhou Li
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis. CoRR (2024)
Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li
An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement. CoRR (2024)
Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li
Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models. ACL (Findings) (2024)
Lei Liu, Li Liu, Haizhou Li
Computation and Parameter Efficient Multi-Modal Fusion Transformer for Cued Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Siqi Cai, Ran Zhang, Haizhou Li
Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks. ICASSP (2024)
Xianghu Yue, Xiaohai Tian, Malu Zhang, Zhizheng Wu, Haizhou Li
CoAVT: A Cognition-Inspired Unified Audio-Visual-Text Pre-Training Model for Multimodal Processing. CoRR (2024)
Koichiro Yoshino, Yun-Nung Chen, Paul A. Crook, Satwik Kottur, Jinchao Li, Behnam Hedayatnia, Seungwhan Moon, Zhengcong Fei, Zekang Li, Jinchao Zhang, Yang Feng, Jie Zhou, Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Dilek Hakkani-Tur, Babak Damavandi, Alborz Geramifard, Chiori Hori, Ankit Shah, Chen Zhang, Haizhou Li, João Sedoc, Luis F. D'Haro, Rafael E. Banchs, Alexander Rudnicky
Overview of the Tenth Dialog System Technology Challenge: DSTC10. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Yidi Jiang, Ruijie Tao, Zhengyang Chen, Yanmin Qian, Haizhou Li
Target Speech Diarization with Multimodal Prompts. CoRR (2024)
Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li
Generative Expressive Conversational Speech Synthesis. CoRR (2024)
Yu Chen, Xinyuan Qian, Zexu Pan, Kainan Chen, Haizhou Li
LOCSELECT: Target Speaker Localization with an Auditory Selective Hearing Mechanism. ICASSP (2024)
Ziche Liu, Rui Ke, Feng Jiang, Haizhou Li
Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models. CoRR (2024)
Junjie Li, Ruijie Tao, Zexu Pan, Meng Ge, Shuai Wang, Haizhou Li
Audio-Visual Active Speaker Extraction for Sparsely Overlapped Multi-Talker Speech. ICASSP (2024)
Wenxuan Wu, Xueyuan Chen, Xixin Wu, Haizhou Li, Helen Meng
Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy. CoRR (2024)
Jiahui Xu, Feng Jiang, Anningzhe Gao, Haizhou Li
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic Segmentation. CoRR (2024)
Qianhui Liu, Meng Ge, Haizhou Li
Intelligent event-based lip reading word classification with spiking neural networks using spatio-temporal attention features and triplet loss. Inf. Sci. 675 (2024)
Xinyi Chen, Qu Yang, Jibin Wu, Haizhou Li, Kay Chen Tan
A Hybrid Neural Coding Approach for Pattern Recognition With Spiking Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Danqing Luo, Chen Zhang, Yan Zhang, Haizhou Li
CrossTune: Black-Box Few-Shot Classification with Label Enhancement. LREC/COLING (2024)
Junyi Ao, Mehmet Sinan Yildirim, Meng Ge, Shuai Wang, Ruijie Tao, Yanmin Qian, Liqun Deng, Longshuai Xiao, Haizhou Li
USED: Universal Speaker Extraction and Diarization. CoRR (2023)
Rui Liu, Jinhua Zhang, Guanglai Gao, Haizhou Li
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion. INTERSPEECH (2023)
Yidi Jiang, Ruijie Tao, Zexu Pan, Haizhou Li
Target Active Speaker Detection with Audio-visual Cues. INTERSPEECH (2023)
Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li
A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators. CoRR (2023)
Xuehao Zhou, Mingyang Zhang, Yi Zhou, Zhizheng Wu, Haizhou Li
Accented Text-to-Speech Synthesis with Limited Data. CoRR (2023)
Yan Zhang, Zhaopeng Feng, Zhiyang Teng, Zuozhu Liu, Haizhou Li
How Well Do Text Embedding Models Understand Syntax? EMNLP (Findings) (2023)
Rui Liu, Haolin Zuo, De Hu, Guanglai Gao, Haizhou Li
Explicit Intensity Control for Accented Text-to-speech. INTERSPEECH (2023)
Yiqin Qiu, Hui Tian, Haizhou Li, Chin-Chen Chang, Athanasios V. Vasilakos
Separable Convolution Network With Dual-Stream Pyramid Enhanced Strategy for Speech Steganalysis. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Feng Jiang, Longwang He, Peifeng Li, Qiaoming Zhu, Haizhou Li
Topic-driven Distant Supervision Framework for Macro-level Discourse Parsing. CoRR (2023)
Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks. CoRR (2023)
Tianchi Liu, Kong Aik Lee, Qiongqiong Wang, Haizhou Li
Disentangling Voice and Content with Self-Supervision for Speaker Recognition. CoRR (2023)
Jibin Wu, Yansong Chua, Malu Zhang, Guoqi Li, Haizhou Li, Kay Chen Tan
A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Kun Zhou, Berrak Sisman, Rajib Rana, Björn W. Schuller, Haizhou Li
Emotion Intensity and its Control for Emotional Voice Conversion. IEEE Trans. Affect. Comput. 14 (1) (2023)
Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li
Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling. CoRR (2023)
Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs. CoRR (2023)
Xueyao Zhang, Liumeng Xue, Yuancheng Wang, Yicheng Gu, Xi Chen, Zihao Fang, Haopeng Chen, Lexiao Zou, Chaoren Wang, Jun Han, Kai Chen, Haizhou Li, Zhizheng Wu
Amphion: An Open-Source Audio, Music and Speech Generation Toolkit. CoRR (2023)
Jiangyan Yi, Jianhua Tao, Ruibo Fu, Xinrui Yan, Chenglong Wang, Tao Wang, Chu Yuan Zhang, Xiaohui Zhang, Yan Zhao, Yong Ren, Le Xu, Junzuo Zhou, Hao Gu, Zhengqi Wen, Shan Liang, Zheng Lian, Shuai Nie, Haizhou Li
ADD 2023: the Second Audio Deepfake Detection Challenge. CoRR (2023)
Hongxu Zhu, Siqi Cai, Yidi Jiang, Qiquan Zhang, Haizhou Li
EEG-Derived Voice Signature for Attended Speaker Detection. CoRR (2023)
Chutong Meng, Junyi Ao, Tom Ko, Mingxuan Wang, Haizhou Li
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning. INTERSPEECH (2023)
Yaxin Fan, Feng Jiang, Peifeng Li, Haizhou Li
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning. NLPCC (3) (2023)
Ruijie Tao, Kong Aik Lee, Zhan Shi, Haizhou Li
Speaker Recognition with Two-Step Multi-Modal Deep Cleansing. ICASSP (2023)
Zexu Pan, Wupeng Wang, Marvin Borsdorf, Haizhou Li
ImagineNet: Target Speaker Extraction with Intermittent Visual Cue Through Embedding Inpainting. ICASSP (2023)
Qinghua Liu, Meng Ge, Zhizheng Wu, Haizhou Li
PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network. CoRR (2023)
Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, Tanja Schultz
Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. ICASSP (2023)
Xiaoxue Gao, Xianghu Yue, Haizhou Li
Self-Transriber: Few-Shot Lyrics Transcription With Self-Training. ICASSP (2023)
Xiaoxue Gao, Chitralekha Gupta, Haizhou Li
PoLyScriber: Integrated Fine-Tuning of Extractor and Lyrics Transcriber for Polyphonic Music. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Jianquan Li, Guiming Chen, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li
HuatuoGPT, towards Taming Language Model to Be a Doctor. CoRR (2023)
Saurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz
Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. SMC (2023)
Xianghu Yue, Junyi Ao, Xiaoxue Gao, Haizhou Li
Token2vec: A Joint Self-Supervised Pre-Training Framework Using Unpaired Speech and Text. ICASSP (2023)
Lingyi Yang, Feng Jiang, Haizhou Li
Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text. CoRR (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Haizhou Li