| 2026 | AAAI | Towards Training-Free and Accurate ANN-to-SNN Conversion via Activation-Aware Redistribution. | Honglin Cao, Shuai Wang, Zijian Zhou, Ammar Belatreche, Wenjie Wei, Yu Liang, Yu Yang, Rui Xi, Malu Zhang, Haizhou Li |
| 2026 | AAAI | CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation. | Rui Ke, Jiahui Xu, Shenghao Yang, Kuang Wang, Feng Jiang, Haizhou Li |
| 2026 | ACL | NaturalSloth: Revisiting Denial-of-Service Attacks on Large Language Models. | Yiming Chen, Zexin Li, Xianghu Yue, Robby T. Tan, Haizhou Li |
| 2026 | ACL | S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models. | Feng Jiang, Zhiyu Lin, Yiyang Liu, Liumeng Xue, Fan Bu, Yuhao Du, Xiangying Chen, Benyou Wang, Haizhou Li |
| 2026 | ACL | UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts. | Zhenyu Liu, Yunxin Li, Xuanyu Zhang, Qixun Teng, Shenyuan Jiang, Xinyu Chen, Haoyuan Shi, Haolan Chen, Fanbo Meng, Mingjun Zhao, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang |
| 2026 | ACL | Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs. | Zhenyu Liu, Xuanyu Zhang, Yunxin Li, Qixun Teng, Shenyuan Jiang, Haolan Chen, Mingjun Zhao, Fanbo Meng, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang |
| 2026 | ECIR | Improving Conversational Recommendation with Contextual Adaptation of External Recommenders and LLM-Based Reranking. | Chuang Li, Weida Liang, Hengchang Hu, See-Kiong Ng, Min-Yen Kan, Haizhou Li, Yang Deng |
| 2025 | AAAI | Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech. | Rui Liu, Shuwei He, Yifan Hu, Haizhou Li |
| 2025 | AAAI | Aligning Language Models Using Follow-up Likelihood as Reward Signal. | Chen Zhang, Dading Chong, Feng Jiang, Chengguang Tang, Anningzhe Gao, Guohua Tang, Haizhou Li |
| 2025 | AAAI | SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor. | Chenyu Yang, Shuai Wang, Hangting Chen, Jianwei Yu, Wei Tan, Rongzhi Gu, Yaoxun Xu, Yizhi Zhou, Haina Zhu, Haizhou Li |
| 2025 | ACL | Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis. | Yifan Hu, Rui Liu, Yi Ren, Xiang Yin, Haizhou Li |
| 2025 | ACL | UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook. | Yidi Jiang, Qian Chen, Shengpeng Ji, Yu Xi, Wen Wang, Chong Zhang, Xianghu Yue, Shiliang Zhang, Haizhou Li |
| 2025 | ACL | Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles. | Kuang Wang, Xianfei Li, Shenghao Yang, Li Zhou, Feng Jiang, Haizhou Li |
| 2025 | ACL | Soundwave: Less is More for Speech-Text Alignment in LLMs. | Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li |
| 2025 | ACL | Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. | Jianqing Zhu, Huang Huang, Zhihang Lin, Juhao Liang, Zhengyang Tang, Khalid Almubarak, Mosen Alharthi, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Saied Alshahrani, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, Jinchao Xu |
| 2025 | EMNLP | Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation. | Simin Chen, Yiming Chen, Zexin Li, Yifan Jiang, Zhongwei Wan, Yixin He, Dezhi Ran, Tianle Gu, Haizhou Li, Tao Xie, Baishakhi Ray |
| 2025 | EMNLP | From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test. | Xunlian Dai, Li Zhou, Benyou Wang, Haizhou Li |
| 2025 | EMNLP | Multimodal Fine-grained Context Interaction Graph Modeling for Conversational Speech Synthesis. | Zhenqi Jia, Rui Liu, Berrak Sisman, Haizhou Li |
| 2025 | EMNLP | Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation. | Li Zhou, Lutong Yu, Dongchu Xie, Shaohuan Cheng, Wenyan Li, Haizhou Li |
| 2025 | ICASSP | MEIJU - The 1st Multimodal Emotion and Intent Joint Understanding Challenge. | Rui Liu, Xiaofen Xing, Zheng Lian, Haizhou Li, Bjrn W. Schuller, Haolin Zuo |
| 2025 | ICASSP | Speech Separation for Low-Resource Languages. | Marvin Borsdorf, Zexu Pan, Pascal Himmelmann, Haizhou Li, Tanja Schultz |
| 2025 | ICASSP | MacST: Multi-Accent Speech Synthesis via Text Transliteration for Accent Conversion. | Sho Inoue, Shuai Wang, Wanxing Wang, Pengcheng Zhu, Mengxiao Bi, Haizhou Li |
| 2025 | ICASSP | E1 TTS: Simple and Fast Non-Autoregressive TTS. | Zhijun Liu, Shuai Wang, Pengcheng Zhu, Mengxiao Bi, Haizhou Li |
| 2025 | ICASSP | ATGnet: Adaptive Temporal Graph Network for EEG-enabled Sound Source Tracking in Cocktail Party Scenarios. | Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Dashanka De Silva, Tanja Schultz, Haizhou Li |
| 2025 | ICASSP | Multi-Level Speaker Representation for Target Speaker Extraction. | Ke Zhang, Junjie Li, Shuai Wang, Yangjie Wei, Yi Wang, Yannan Wang, Haizhou Li |
| 2025 | ICLR | Quantized Spike-driven Transformer. | Xuerui Qiu, Malu Zhang, Jieyuan Zhang, Wenjie Wei, Honglin Cao, Junsheng Guo, Rui-Jie Zhu, Yimeng Shan, Yang Yang, Haizhou Li |
| 2025 | IJCAI | Binary Event-Driven Spiking Transformer. | Honglin Cao, Zijian Zhou, Wenjie Wei, Yu Liang, Ammar Belatreche, Dehao Zhang, Malu Zhang, Yang Yang, Haizhou Li |
| 2025 | Interspeech | Towards Emotionally Consistent Text-Based Speech Editing: Introducing EmoCorrector and The ECD-TSE Dataset. | Rui Liu, Pu Gao, Jiatian Xi, Berrak Sisman, Carlos Busso, Haizhou Li |
| 2025 | Interspeech | Accent Normalization Using Self-Supervised Discrete Tokens with Non-Parallel Data. | Qibing Bai, Sho Inoue, Shuai Wang, Zhongjie Jiang, Yannan Wang, Haizhou Li |
| 2025 | Interspeech | PersonaTAB: Predicting Personality Traits using Textual, Acoustic, and Behavioral Cues in Fully-Duplex Speech Dialogs. | Sho Inoue, Shuai Wang, Haizhou Li |
| 2025 | Interspeech | Decoding Listener's Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer. | Zheyuan Lin, Siqi Cai, Haizhou Li |
| 2025 | Interspeech | REAL-T: Real Conversational Mixtures for Target Speaker Extraction. | Shaole Li, Shuai Wang, Jiangyu Han, Ke Zhang, Wupeng Wang, Haizhou Li |
| 2025 | Interspeech | SpeechRefiner: Towards Perceptual Quality Refinement for Front-End Algorithms. | Sirui Li, Shuai Wang, Zhijun Liu, Zhongjie Jiang, Yannan Wang, Haizhou Li |
| 2025 | Interspeech | GTAnet: Geometry-Guided Temporal Attention for EEG-Based Sound Source Tracking in Cocktail Party Scenarios. | Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Dashanka De Silva, Haizhou Li, Tanja Schultz |
| 2025 | Interspeech | NeuroSpex+: Dual-Task Training of Neuro-Guided Speaker Extraction with Speech Envelope and Waveform. | Dashanka De Silva, Siqi Cai, Saurav Pahuja, Tanja Schultz, Haizhou Li |
| 2025 | Interspeech | Incorporating Linguistic Constraints from External Knowledge Source for Audio-Visual Target Speech Extraction. | Wenxuan Wu, Shuai Wang, Xixin Wu, Helen Meng, Haizhou Li |
| 2025 | Interspeech | TVC-MusicGen: Time-Varying Structure Control for Background Music Generation via Self-Supervised Training. | Chenyu Yang, Hangting Chen, Shuai Wang, Haina Zhu, Haizhou Li |
| 2025 | IROS | Human Demonstrations are Generalizable Knowledge for Robots. | Te Cui, Tianxing Zhou, Mengxiao Hu, Haoyang Lu, Zicai Peng, Haizhou Li, Guangyan Chen, Meiling Wang, Yufeng Yue |
| 2025 | NAACL | ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems. | Chuang Li, Yang Deng, Hengchang Hu, Min-Yen Kan, Haizhou Li |
| 2025 | NAACL | Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models. | Ziche Liu, Rui Ke, Yajiao Liu, Feng Jiang, Haizhou Li |
| 2025 | NAACL | Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge. | Li Zhou, Taelin Karidi, Wanlong Liu, Nicolas Garneau, Yong Cao, Wenyu Chen, Haizhou Li, Daniel Hershcovich |
| 2025 | WWW | Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement. | Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li |
| 2025 | SIGIR | Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing. | Mingrui Lao, Zheng Li, Yanming Guo, Xueyi Zhang, Siqi Cai, Zhaoyun Ding, Haizhou Li |
| 2024 | AAAI | Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling. | Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li |
| 2024 | AAAI | Restoring Speaking Lips from Occlusion for Audio-Visual Speech Recognition. | Jiadong Wang, Zexu Pan, Malu Zhang, Robby T. Tan, Haizhou Li |
| 2024 | AAAI | A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators. | Chen Zhang, Luis Fernando D'Haro, Yiming Chen, Malu Zhang, Haizhou Li |
| 2024 | AAAI | TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling. | Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan |
| 2024 | ACL | Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models. | Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li |
| 2024 | COLING | Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study. | Yaxin Fan, Feng Jiang, Peifeng Li, Haizhou Li |
| 2024 | COLING | Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark. | Feng Jiang, Weihao Liu, Xiaomin Chu, Peifeng Li, Qiaoming Zhu, Haizhou Li |
| 2024 | COLING | CrossTune: Black-Box Few-Shot Classification with Label Enhancement. | Danqing Luo, Chen Zhang, Yan Zhang, Haizhou Li |
| 2024 | EMNLP | TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models. | Chen Zhang, Chengguang Tang, Dading Chong, Ke Shi, Guohua Tang, Feng Jiang, Haizhou Li |
| 2024 | EMNLP | Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models. | Yiming Chen, Xianghu Yue, Xiaoxue Gao, Chen Zhang, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li |
| 2024 | EMNLP | DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models. | Jiabao Pan, Yan Zhang, Chen Zhang, Zuozhu Liu, Hongwei Wang, Haizhou Li |
| 2024 | ICASSP | Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks. | Siqi Cai, Ran Zhang, Haizhou Li |
| 2024 | ICASSP | LOCSELECT: Target Speaker Localization with an Auditory Selective Hearing Mechanism. | Yu Chen, Xinyuan Qian, Zexu Pan, Kainan Chen, Haizhou Li |
| 2024 | ICASSP | Hierarchical Emotion Prediction and Control in Text-to-Speech Synthesis. | Sho Inoue, Kun Zhou, Shuai Wang, Haizhou Li |
| 2024 | ICASSP | Prompt-Driven Target Speech Diarization. | Yidi Jiang, Zhengyang Chen, Ruijie Tao, Liqun Deng, Yanmin Qian, Haizhou Li |
| 2024 | ICASSP | Audio-Visual Active Speaker Extraction for Sparsely Overlapped Multi-Talker Speech. | Junjie Li, Ruijie Tao, Zexu Pan, Meng Ge, Shuai Wang, Haizhou Li |
| 2024 | ICASSP | Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio. | Yi Ma, Kong Aik Lee, Ville Hautamki, Meng Ge, Haizhou Li |
| 2024 | ICASSP | Spiking-Leaf: A Learnable Auditory Front-End for Spiking Neural Networks. | Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li |
| 2024 | ICASSP | Leveraging in-the-wild Data for Effective Self-supervised Pretraining in Speaker Recognition. | Shuai Wang, Qibing Bai, Qi Liu, Jianwei Yu, Zhengyang Chen, Bing Han, Yanmin Qian, Haizhou Li |
| 2024 | ICASSP | SVAD: A Robust, Low-Power, and Light-Weight Voice Activity Detection with Spiking Neural Networks. | Qu Yang, Qianhui Liu, Nan Li, Meng Ge, Zeyang Song, Haizhou Li |
| 2024 | ICASSP | An Empirical Study on the Impact of Positional Encoding in Transformer-Based Monaural Speech Enhancement. | Qiquan Zhang, Meng Ge, Hongxu Zhu, Eliathamby Ambikairajah, Qi Song, Zhaoheng Ni, Haizhou Li |
| 2024 | ICONIP | Tailored Domain-Specific Summaries: A Two-Stage Method Combining Extractive and Abstractive Summarization Models. | Feng Jiang, Lingyi Yang, Yu Lu, Haizhou Li |
| 2024 | IJCAI | LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization. | Qianhui Liu, Jiaqi Yan, Malu Zhang, Gang Pan, Haizhou Li |
| 2024 | IJCAI | Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition. | Yang Wang, Haiyang Mei, Qirui Bao, Ziqi Wei, Mike Zheng Shou, Haizhou Li, Bo Dong, Xin Yang |
| 2024 | IJCNN | Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy. | Wenxuan Wu, Xueyuan Chen, Xixin Wu, Haizhou Li, Helen Meng |
| 2024 | Interspeech | How Do Neural Spoofing Countermeasures Detect Partially Spoofed Audio? | Tianchi Liu, Lin Zhang, Rohan Kumar Das, Yi Ma, Ruijie Tao, Haizhou Li |
| 2024 | Interspeech | FluentEditor: Text-based Speech Editing by Considering Acoustic and Prosody Consistency. | Rui Liu, Jiatian Xi, Ziyue Jiang, Haizhou Li |
| 2024 | Interspeech | wTIMIT2mix: A Cocktail Party Mixtures Database to Study Target Speaker Extraction for Normal and Whispered Speech. | Marvin Borsdorf, Zexu Pan, Haizhou Li, Tanja Schultz |
| 2024 | Interspeech | Does the Lombard Effect Matter in Speech Separation? Introducing the Lombard-GRID-2mix Dataset. | Iva Ewert, Marvin Borsdorf, Haizhou Li, Tanja Schultz |
| 2024 | Interspeech | SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech. | Jingru Lin, Meng Ge, Junyi Ao, Liqun Deng, Haizhou Li |
| 2024 | Interspeech | ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations. | Zijie Lin, Tianyu He, Siqi Cai, Haizhou Li |
| 2024 | Interspeech | Leveraging Graphic and Convolutional Neural Networks for Auditory Attention Detection with EEG. | Saurav Pahuja, Gabriel Ivucic, Pascal Himmelmann, Siqi Cai, Tanja Schultz, Haizhou Li |
| 2024 | Interspeech | ED-sKWS: Early-Decision Spiking Neural Networks for Rapid, and Energy-Efficient Keyword Spotting. | Zeyang Song, Qianhui Liu, Qu Yang, Yizhou Peng, Haizhou Li |
| 2024 | Interspeech | WeSep: A Scalable and Flexible Toolkit Towards Generalizable Target Speaker Extraction. | Shuai Wang, Ke Zhang, Shaoxiong Lin, Junjie Li, Xuefei Wang, Meng Ge, Jianwei Yu, Yanmin Qian, Haizhou Li |
| 2024 | Interspeech | An Exploration of Length Generalization in Transformer-Based Speech Enhancement. | Qiquan Zhang, Hongxu Zhu, Xinyuan Qian, Eliathamby Ambikairajah, Haizhou Li |
| 2024 | NAACL | AceGPT, Localizing Large Language Models in Arabic. | 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 |
| 2024 | NAACL | UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking. | Chuang Li, Yan Zhang, Min-Yen Kan, Haizhou Li |
| 2024 | NAACL | CMB: A Comprehensive Medical Benchmark in Chinese. | Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li |
| 2024 | WWW | A Non-Intrusive Approach to Assessing Dysarthria Severity: Advancing Clinical Diagnosis. | Ganjun Liu, Xiaohui Hou, Meng Ge, Tao Zhang, Haizhou Li |
| 2023 | ACL | Dynamic Transformers Provide a False Sense of Efficiency. | Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li |
| 2023 | CVPR | Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. | Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li |
| 2023 | CVPR | Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert. | Jiadong Wang, Xinyuan Qian, Malu Zhang, Robby T. Tan, Haizhou Li |
| 2023 | EMNLP | How Well Do Text Embedding Models Understand Syntax? | Yan Zhang, Zhaopeng Feng, Zhiyang Teng, Zuozhu Liu, Haizhou Li |
| 2023 | EMNLP | HuatuoGPT, Towards Taming Language Model to Be a Doctor. | Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Guiming Chen, Jianquan Li, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li |
| 2023 | EMNLP | xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark. | Chen Zhang, Luis F. D'Haro, Chengguang Tang, Ke Shi, Guohua Tang, Haizhou Li |
| 2023 | ICASSP | Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. | Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, Tanja Schultz |
| 2023 | ICASSP | Self-Transriber: Few-Shot Lyrics Transcription With Self-Training. | Xiaoxue Gao, Xianghu Yue, Haizhou Li |
| 2023 | ICASSP | ImagineNet: Target Speaker Extraction with Intermittent Visual Cue Through Embedding Inpainting. | Zexu Pan, Wupeng Wang, Marvin Borsdorf, Haizhou Li |
| 2023 | ICASSP | Speaker Recognition with Two-Step Multi-Modal Deep Cleansing. | Ruijie Tao, Kong Aik Lee, Zhan Shi, Haizhou Li |
| 2023 | ICASSP | Token2vec: A Joint Self-Supervised Pre-Training Framework Using Unpaired Speech and Text. | Xianghu Yue, Junyi Ao, Xiaoxue Gao, Haizhou Li |
| 2023 | ICASSP | Ripple Sparse Self-Attention for Monaural Speech Enhancement. | Qiquan Zhang, Hongxu Zhu, Qi Song, Xinyuan Qian, Zhaoheng Ni, Haizhou Li |
| 2023 | ICASSP | Exploiting Modality-Invariant Feature for Robust Multimodal Emotion Recognition with Missing Modalities. | Haolin Zuo, Rui Liu, Jinming Zhao, Guanglai Gao, Haizhou Li |
| 2023 | IJCNN | Local and Global Context Modeling with Relation Matching Task for Dialog Act Recognition. | Yuke Si, Yan Zhang, Yuhang Li, Xiaobao Wang, Longbiao Wang, Jianwu Dang, Eng Siong Chng, Haizhou Li |
| 2023 | Interspeech | Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion. | Rui Liu, Jinhua Zhang, Guanglai Gao, Haizhou Li |
| 2023 | Interspeech | Explicit Intensity Control for Accented Text-to-speech. | Rui Liu, Haolin Zuo, De Hu, Guanglai Gao, Haizhou Li |
| 2023 | Interspeech | Target Active Speaker Detection with Audio-visual Cues. | Yidi Jiang, Ruijie Tao, Zexu Pan, Haizhou Li |
| 2023 | Interspeech | Self-Supervised Acoustic Word Embedding Learning via Correspondence Transformer Encoder. | Jingru Lin, Xianghu Yue, Junyi Ao, Haizhou Li |
| 2023 | Interspeech | PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network. | Qinghua Liu, Meng Ge, Zhizheng Wu, Haizhou Li |
| 2023 | Interspeech | High-Quality Automatic Voice Over with Accurate Alignment: Supervision through Self-Supervised Discrete Speech Units. | Junchen Lu, Berrak Sisman, Mingyang Zhang, Haizhou Li |
| 2023 | Interspeech | CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning. | Chutong Meng, Junyi Ao, Tom Ko, Mingxuan Wang, Haizhou Li |
| 2023 | Interspeech | EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network. | Ruicong Wang, Siqi Cai, Haizhou Li |
| 2023 | Interspeech | Speaker Extraction with Detection of Presence and Absence of Target Speakers. | Ke Zhang, Marvin Borsdorf, Zexu Pan, Haizhou Li, Yangjie Wei, Yi Wang |
| 2023 | SMC | Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. | Saurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz |
| 2022 | AAAI | MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation. | Chen Zhang, Luis Fernando D'Haro, Thomas Friedrichs, Haizhou Li |
| 2022 | ACL | Just Rank: Rethinking Evaluation with Word and Sentence Similarities. | Bin Wang, C.-C. Jay Kuo, Haizhou Li |
| 2022 | ACL | M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database. | Jinming Zhao, Tenggan Zhang, Jingwen Hu, Yuchen Liu, Qin Jin, Xinchao Wang, Haizhou Li |
| 2022 | CVPR | Ego4D: Around the World in 3, 000 Hours of Egocentric Video. | Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina Gonzlez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jchym Kolr, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran K. Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbelez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik |
| 2022 | EMNLP | Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework. | Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li |
| 2022 | EMNLP | Analyzing and Evaluating Faithfulness in Dialogue Summarization. | Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li |
| 2022 | EMNLP | FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation. | Chen Zhang, Luis Fernando D'Haro, Qiquan Zhang, Thomas Friedrichs, Haizhou Li |
| 2022 | ICASSP | Experts Versus All-Rounders: Target Language Extraction for Multiple Target Languages. | Marvin Borsdorf, Kevin Scheck, Haizhou Li, Tanja Schultz |
| 2022 | ICASSP | Genre-Conditioned Acoustic Models for Automatic Lyrics Transcription of Polyphonic Music. | Xiaoxue Gao, Chitralekha Gupta, Haizhou Li |
| 2022 | ICASSP | L-SpEx: Localized Target Speaker Extraction. | Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li |
| 2022 | ICASSP | MFA: TDNN with Multi-Scale Frequency-Channel Attention for Text-Independent Speaker Verification with Short Utterances. | Tianchi Liu, Rohan Kumar Das, Kong Aik Lee, Haizhou Li |
| 2022 | ICASSP | Visualtts: TTS with Accurate Lip-Speech Synchronization for Automatic Voice Over. | Junchen Lu, Berrak Sisman, Rui Liu, Mingyang Zhang, Haizhou Li |
| 2022 | ICASSP | Self-Supervised Speaker Recognition with Loss-Gated Learning. | Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamki, Haizhou Li |
| 2022 | ICASSP | A Hybrid Learning Framework for Deep Spiking Neural Networks with One-Spike Temporal Coding. | Jiadong Wang, Jibin Wu, Malu Zhang, Qi Liu, Haizhou Li |
| 2022 | ICASSP | ADD 2022: the first Audio Deep Synthesis Detection Challenge. | Jiangyan Yi, Ruibo Fu, Jianhua Tao, Shuai Nie, Haoxin Ma, Chenglong Wang, Tao Wang, Zhengkun Tian, Ye Bai, Cunhang Fan, Shan Liang, Shiming Wang, Shuai Zhang, Xinrui Yan, Le Xu, Zhengqi Wen, Haizhou Li |
| 2022 | ICASSP | Time-Frequency Attention for Monaural Speech Enhancement. | Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li |
| 2022 | ICASSP | Memobert: Pre-Training Model with Prompt-Based Learning for Multimodal Emotion Recognition. | Jinming Zhao, Ruichen Li, Qin Jin, Xinchao Wang, Haizhou Li |
| 2022 | Interspeech | Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning. | Rui Liu, Berrak Sisman, Bjrn W. Schuller, Guanglai Gao, Haizhou Li |
| 2022 | Interspeech | Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. | Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei |
| 2022 | Interspeech | Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language. | Marvin Borsdorf, Kevin Scheck, Haizhou Li, Tanja Schultz |
| 2022 | Interspeech | Disentanglement of Emotional Style and Speaker Identity for Expressive Voice Conversion. | Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li |
| 2022 | Interspeech | A Hybrid Continuity Loss to Reduce Over-Suppression for Time-domain Target Speaker Extraction. | Zexu Pan, Meng Ge, Haizhou Li |
| 2022 | Interspeech | Knowledge distillation for In-memory keyword spotting model. | Zeyang Song, Qi Liu, Qu Yang, Haizhou Li |
| 2022 | Interspeech | LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT. | Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li |
| 2022 | Interspeech | Deep residual spiking neural network for keyword spotting in low-resource settings. | Qu Yang, Qi Liu, Haizhou Li |
| 2021 | ACL | Bootstrapped Unsupervised Sentence Representation Learning. | Yan Zhang, Ruidan He, Zuozhu Liu, Lidong Bing, Haizhou Li |
| 2021 | ACL | DynaEval: Unifying Turn and Dialogue Level Evaluation. | Chen Zhang, Yiming Chen, Luis Fernando D'Haro, Yan Zhang, Thomas Friedrichs, Grandee Lee, Haizhou Li |
| 2021 | ASRU | Target Language Extraction at Multilingual Cocktail Parties. | Marvin Borsdorf, Haizhou Li, Tanja Schultz |
| 2021 | ASRU | Expressive Voice Conversion: A Joint Framework for Speaker Identity and Emotional Style Transfer. | Zongyang Du, Berrak Sisman, Kun Zhou, Haizhou Li |
| 2021 | ASRU | PL-EESR: Perceptual Loss Based End-to-End Robust Speaker Representation Extraction. | Yi Ma, Kong Aik Lee, Ville Hautamki, Haizhou Li |
| 2021 | ASRU | DEEPA: A Deep Neural Analyzer for Speech and Singing Vocoding. | Sergey Nikonorov, Berrak Sisman, Mingyang Zhang, Haizhou Li |
| 2021 | ASRU | Exploring Teacher-Student Learning Approach for Multi-Lingual Speech-to-Intent Classification. | Bidisha Sharma, Maulik C. Madhavi, Xuehao Zhou, Haizhou Li |
| 2021 | EMNLP | Revisiting Self-training for Few-shot Learning of Language Model. | Yiming Chen, Yan Zhang, Chen Zhang, Grandee Lee, Ran Cheng, Haizhou Li |
| 2021 | ICASSP | Graphspeech: Syntax-Aware Graph Attention Network for Neural Speech Synthesis. | Rui Liu, Berrak Sisman, Haizhou Li |
| 2021 | ICASSP | Data Augmentation with Signal Companding for Detection of Logical Access Attacks. | Rohan Kumar Das, Jichen Yang, Haizhou Li |
| 2021 | ICASSP | Multi-Stage Speaker Extraction with Utterance and Frame-Level Reference Signals. | Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li |
| 2021 | ICASSP | Representation Learning with Spectro-Temporal-Channel Attention for Speech Emotion Recognition. | Lili Guo, Longbiao Wang, Chenglin Xu, Jianwu Dang, Eng Siong Chng, Haizhou Li |
| 2021 | ICASSP | Learning Disentangled Feature Representations for Speech Enhancement Via Adversarial Training. | Nana Hou, Chenglin Xu, Eng Siong Chng, Haizhou Li |
| 2021 | ICASSP | Muse: Multi-Modal Target Speaker Extraction with Visual Cues. | Zexu Pan, Ruijie Tao, Chenglin Xu, Haizhou Li |
| 2021 | ICASSP | Multi-Target DoA Estimation with an Audio-Visual Fusion Mechanism. | Xinyuan Qian, Maulik C. Madhavi, Zexu Pan, Jiadong Wang, Haizhou Li |
| 2021 | ICASSP | Leveraging Acoustic and Linguistic Embeddings from Pretrained Speech and Language Models for Intent Classification. | Bidisha Sharma, Maulik C. Madhavi, Haizhou Li |
| 2021 | ICASSP | The Multi-Speaker Multi-Style Voice Cloning Challenge 2021. | Qicong Xie, Xiaohai Tian, Guanghou Liu, Kun Song, Lei Xie, Zhiyong Wu, Hai Li, Song Shi, Haizhou Li, Fen Hong, Hui Bu, Xin Xu |
| 2021 | ICASSP | Seen and Unseen Emotional Style Transfer for Voice Conversion with A New Emotional Speech Dataset. | Kun Zhou, Berrak Sisman, Rui Liu, Haizhou Li |
| 2021 | ICML | Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks. | Huiping Zhuang, Zhenyu Weng, Fulin Luo, Kar-Ann Toj, Haizhou Li, Zhiping Lin |
| 2021 | IJCNN | Rethinking Benchmarks for Neuromorphic Learning Algorithms. | Qu Yang, Jibin Wu, Haizhou Li |
| 2021 | Interspeech | Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability. | Rui Liu, Berrak Sisman, Haizhou Li |
| 2021 | Interspeech | Universal Speaker Extraction in the Presence and Absence of Target Speakers for Speech of One and Two Talkers. | Marvin Borsdorf, Chenglin Xu, Haizhou Li, Tanja Schultz |
| 2021 | Interspeech | GlobalPhone Mix-To-Separate Out of 2: A Multilingual 2000 Speakers Mixtures Database for Speech Separation. | Marvin Borsdorf, Chenglin Xu, Haizhou Li, Tanja Schultz |
| 2021 | Interspeech | Diagnosis of COVID-19 Using Auditory Acoustic Cues. | Rohan Kumar Das, Maulik C. Madhavi, Haizhou Li |
| 2021 | Interspeech | Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification. | Yidi Jiang, Bidisha Sharma, Maulik C. Madhavi, Haizhou Li |
| 2021 | Interspeech | Neural Speaker Extraction with Speaker-Speech Cross-Attention Network. | Wupeng Wang, Chenglin Xu, Meng Ge, Haizhou Li |
| 2021 | Interspeech | Phonetically Motivated Self-Supervised Speech Representation Learning. | Xianghu Yue, Haizhou Li |
| 2021 | Interspeech | Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement. | Qiquan Zhang, Qi Song, Aaron Nicolson, Tian Lan, Haizhou Li |
| 2021 | Interspeech | Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification. | Li Zhang, Qing Wang, Kong Aik Lee, Lei Xie, Haizhou Li |
| 2021 | Interspeech | Limited Data Emotional Voice Conversion Leveraging Text-to-Speech: Two-Stage Sequence-to-Sequence Training. | Kun Zhou, Berrak Sisman, Haizhou Li |
| 2021 | Interspeech | Cross-Lingual Voice Conversion with a Cycle Consistency Loss on Linguistic Representation. | Yi Zhou, Xiaohai Tian, Zhizheng Wu, Haizhou Li |
| 2021 | Interspeech | Serialized Multi-Layer Multi-Head Attention for Neural Speaker Embedding. | Hongning Zhu, Kong Aik Lee, Haizhou Li |
| 2021 | ICRA | GCC-PHAT with Speech-oriented Attention for Robotic Sound Source Localization. | Jiadong Wang, Xinyuan Qian, Zihan Pan, Malu Zhang, Haizhou Li |
| 2021 | SIGdial | Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue. | Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li |
| 2020 | ACL | Modeling Code-Switch Languages Using Bilingual Parallel Corpus. | Grandee Lee, Haizhou Li |
| 2020 | ICARCV | Robust Real-time Face Tracking for People Wearing Face Masks. | Xinggan Peng, Huiping Zhuang, Guang-Bin Huang, Haizhou Li, Zhiping Lin |
| 2020 | ICARCV | Real-Time Multiple Object Tracking with Discriminative Features. | Zhenyu Weng, Yuesheng Zhu, Zhiping Lin, Haizhou Li |
| 2020 | ICASSP | Teacher-Student Training For Robust Tacotron-Based TTS. | Rui Liu, Berrak Sisman, Jingdong Li, Feilong Bao, Guanglai Gao, Haizhou Li |
| 2020 | ICASSP | On the Importance of Vocal Tract Constriction for Speaker Characterization: The Whispered Speech Study. | Rohan Kumar Das, Haizhou Li |
| 2020 | ICASSP | Assessing the Scope of Generalized Countermeasures for Anti-Spoofing. | Rohan Kumar Das, Jichen Yang, Haizhou Li |
| 2020 | ICASSP | Effective Wavenet Adaptation for Voice Conversion with Limited Data. | Hongqiang Du, Xiaohai Tian, Lei Xie, Haizhou Li |
| 2020 | ICASSP | Automatic Lyrics Alignment and Transcription in Polyphonic Music: Does Background Music Help? | Chitralekha Gupta, Emre Yilmaz, Haizhou Li |
| 2020 | ICASSP | Time-Domain Neural Network Approach for Speech Bandwidth Extension. | Xiang Hao, Chenglin Xu, Nana Hou, Lei Xie, Eng Siong Chng, Haizhou Li |
| 2020 | ICASSP | Independent Language Modeling Architecture for End-To-End ASR. | Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma, Haizhou Li |
| 2020 | ICASSP | End-to-End Code-Switching TTS with Cross-Lingual Language Model. | Xuehao Zhou, Xiaohai Tian, Grandee Lee, Rohan Kumar Das, Haizhou Li |
| 2020 | Interspeech | Speaker-Utterance Dual Attention for Speaker and Utterance Verification. | Tianchi Liu, Rohan Kumar Das, Maulik C. Madhavi, Shengmei Shen, Haizhou Li |
| 2020 | Interspeech | Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals. | Siqi Cai, Enze Su, Yonghao Song, Longhan Xie, Haizhou Li |
| 2020 | Interspeech | The Attacker's Perspective on Automatic Speaker Verification: An Overview. | Rohan Kumar Das, Xiaohai Tian, Tomi Kinnunen, Haizhou Li |
| 2020 | Interspeech | SpEx+: A Complete Time Domain Speaker Extraction Network. | Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li |
| 2020 | Interspeech | Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network. | Nana Hou, Chenglin Xu, Van Tung Pham, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li |
| 2020 | Interspeech | Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension. | Nana Hou, Chenglin Xu, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li |
| 2020 | Interspeech | Multi-Modal Attention for Speech Emotion Recognition. | Zexu Pan, Zhaojie Luo, Jichen Yang, Haizhou Li |
| 2020 | Interspeech | The INTERSPEECH 2020 Far-Field Speaker Verification Challenge. | Xiaoyi Qin, Ming Li, Hui Bu, Wei Rao, Rohan Kumar Das, Shrikanth Narayanan, Haizhou Li |
| 2020 | Interspeech | Audio-Visual Speaker Recognition with a Cross-Modal Discriminative Network. | Ruijie Tao, Rohan Kumar Das, Haizhou Li |
| 2020 | Interspeech | Light Convolutional Neural Network with Feature Genuinization for Detection of Synthetic Speech Attacks. | Zhenzong Wu, Rohan Kumar Das, Jichen Yang, Haizhou Li |
| 2020 | Interspeech | Deep Convolutional Spiking Neural Networks for Keyword Spotting. | Emre Yilmaz, zgr Bora Gevrek, Jibin Wu, Yuxiang Chen, Xuanbo Meng, Haizhou Li |
| 2020 | Interspeech | Self-and-Mixed Attention Decoder with Deep Acoustic Structure for Transformer-Based LVCSR. | Xinyuan Zhou, Grandee Lee, Emre Yilmaz, Yanhua Long, Jiaen Liang, Haizhou Li |
| 2020 | Interspeech | Converting Anyone's Emotion: Towards Speaker-Independent Emotional Voice Conversion. | Kun Zhou, Berrak Sisman, Mingyang Zhang, Haizhou Li |
| 2020 | Interspeech | Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition. | Xinyuan Zhou, Emre Yilmaz, Yanhua Long, Yijie Li, Haizhou Li |
| 2019 | AAAI | MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons. | Malu Zhang, Jibin Wu, Yansong Chua, Xiaoling Luo, Zihan Pan, Dan Liu, Haizhou Li |
| 2019 | ASRU | Long Range Acoustic and Deep Features Perspective on ASVspoof 2019. | Rohan Kumar Das, Jichen Yang, Haizhou Li |
| 2019 | ASRU | WaveNet Factorization with Singular Value Decomposition for Voice Conversion. | Hongqiang Du, Xiaohai Tian, Lei Xie, Haizhou Li |
| 2019 | ASRU | On the Study of Generative Adversarial Networks for Cross-Lingual Voice Conversion. | Berrak Sisman, Mingyang Zhang, Minghui Dong, Haizhou Li |
| 2019 | ASRU | Time-Domain Speaker Extraction Network. | Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li |
| 2019 | ASRU | End-to-End Code-Switching ASR for Low-Resourced Language Pairs. | Xianghu Yue, Grandee Lee, Emre Yilmaz, Fang Deng, Haizhou Li |
| 2019 | ASRU | A Modularized Neural Network with Language-Specific Output Layers for Cross-Lingual Voice Conversion. | Yi Zhou, Xiaohai Tian, Emre Yilmaz, Rohan Kumar Das, Haizhou Li |
| 2019 | ICASSP | Word and Class Common Space Embedding for Code-switch Language Modelling. | Grandee Lee, Haizhou Li |
| 2019 | ICASSP | Automatic Lyrics-to-audio Alignment on Polyphonic Music Using Singing-adapted Acoustic Models. | Bidisha Sharma, Chitralekha Gupta, Haizhou Li, Ye Wang |
| 2019 | ICASSP | Auditory Inspired Spatial Differentiation for Replay Spoofing Attack Detection. | Buddhi Wickramasinghe, Eliathamby Ambikairajah, Julien Epps, Vidhyasaharan Sethu, Haizhou Li |
| 2019 | ICASSP | Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss. | Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li |
| 2019 | ICASSP | Cross-lingual Voice Conversion with Bilingual Phonetic Posteriorgram and Average Modeling. | Yi Zhou, Xiaohai Tian, Haihua Xu, Rohan Kumar Das, Haizhou Li |
| 2019 | IJCNN | Neural Population Coding for Effective Temporal Classification. | Zihan Pan, Jibin Wu, Malu Zhang, Haizhou Li, Yansong Chua |
| 2019 | IJCNN | Deep Spiking Neural Network with Spike Count based Learning Rule. | Jibin Wu, Yansong Chua, Malu Zhang, Qu Yang, Guoqi Li, Haizhou Li |
| 2019 | IJCNN | Competitive STDP-based Feature Representation Learning for Sound Event Classification. | Jibin Wu, Malu Zhang, Haizhou Li, Yansong Chua |
| 2019 | Interspeech | Joint Training Framework for Text-to-Speech and Voice Conversion Using Multi-Source Tacotron and WaveNet. | Mingyang Zhang, Xin Wang, Fuming Fang, Haizhou Li, Junichi Yamagishi |
| 2019 | Interspeech | Instantaneous Phase and Long-Term Acoustic Cues for Orca Activity Detection. | Rohan Kumar Das, Haizhou Li |
| 2019 | Interspeech | Long Range Acoustic Features for Spoofed Speech Detection. | Rohan Kumar Das, Jichen Yang, Haizhou Li |
| 2019 | Interspeech | An Adaptive-Q Cochlear Model for Replay Spoofing Detection. | Tharshini Gunendradasan, Eliathamby Ambikairajah, Julien Epps, Haizhou Li |
| 2019 | Interspeech | NUS Speak-to-Sing: A Web Platform for Personalized Speech-to-Singing Conversion. | Chitralekha Gupta, Karthika Vijayan, Bidisha Sharma, Xiaoxue Gao, Haizhou Li |
| 2019 | Interspeech | Acoustic Modeling for Automatic Lyrics-to-Audio Alignment. | Chitralekha Gupta, Emre Yilmaz, Haizhou Li |
| 2019 | Interspeech | I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. | Kong Aik Lee, Ville Hautamki, Tomi H. Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Hctor Delgado, Massimiliano Todisco |
| 2019 | Interspeech | Linguistically Motivated Parallel Data Augmentation for Code-Switch Language Modeling. | Grandee Lee, Xianghu Yue, Haizhou Li |
| 2019 | Interspeech | A Unified Framework for Speaker and Utterance Verification. | Tianchi Liu, Maulik C. Madhavi, Rohan Kumar Das, Haizhou Li |
| 2019 | Interspeech | Target Speaker Extraction for Multi-Talker Speaker Verification. | Wei Rao, Chenglin Xu, Eng Siong Chng, Haizhou Li |
| 2019 | Interspeech | A Combination of Model-Based and Feature-Based Strategy for Speech-to-Singing Alignment. | Bidisha Sharma, Haizhou Li |
| 2019 | Interspeech | Multi-Level Adaptive Speech Activity Detector for Speech in Naturalistic Environments. | Bidisha Sharma, Rohan Kumar Das, Haizhou Li |
| 2019 | Interspeech | On the Importance of Audio-Source Separation for Singer Identification in Polyphonic Music. | Bidisha Sharma, Rohan Kumar Das, Haizhou Li |
| 2019 | Interspeech | A Speaker-Dependent WaveNet for Voice Conversion with Non-Parallel Data. | Xiaohai Tian, Eng Siong Chng, Haizhou Li |
| 2019 | Interspeech | VQVAE Unsupervised Unit Discovery and Multi-Scale Code2Spec Inverter for Zerospeech Challenge 2019. | Andros Tjandra, Berrak Sisman, Mingyang Zhang, Sakriani Sakti, Haizhou Li, Satoshi Nakamura |
| 2019 | Interspeech | Code-Switching Detection Using ASR-Generated Language Posteriors. | Qinyi Wang, Emre Yilmaz, Adem Derinel, Haizhou Li |
| 2019 | Interspeech | Robust Sound Recognition: A Neuromorphic Approach. | Jibin Wu, Zihan Pan, Malu Zhang, Rohan Kumar Das, Yansong Chua, Haizhou Li |
| 2019 | Interspeech | Multi-Graph Decoding for Code-Switching ASR. | Emre Yilmaz, Samuel Cohen, Xianghu Yue, David A. van Leeuwen, Haizhou Li |
| 2019 | Interspeech | Large-Scale Speaker Diarization of Radio Broadcast Archives. | Emre Yilmaz, Adem Derinel, Kun Zhou, Henk van den Heuvel, Niko Brummer, Haizhou Li, David A. van Leeuwen |
| 2019 | Interspeech | On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition. | Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Eng Siong Chng, Haizhou Li |
| 2018 | ICASSP | End-to-End Hierarchical Language Identification System. | Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li |
| 2018 | ICASSP | On the Importance of Analytic Phase of Speech Signals in Spoken Language Recognition. | Karthika Vijayan, Haizhou Li, Hanwu Sun, Kong-Aik Lee |
| 2018 | ICASSP | Unsupervised Domain Adaptation via Domain Adversarial Training for Speaker Recognition. | Qing Wang, Wei Rao, Sining Sun, Lei Xie, Eng Siong Chng, Haizhou Li |
| 2018 | ICASSP | Single Channel Speech Separation with Constrained Utterance Level Permutation Invariant Training Using Grid LSTM. | Chenglin Xu, Wei Rao, Xiong Xiao, Eng Siong Chng, Haizhou Li |
| 2018 | IJCNN | An Event-Based Cochlear Filter Temporal Encoding Scheme for Speech Signals. | Zihan Pan, Haizhou Li, Jibin Wu, Yansong Chua |
| 2018 | IJCNN | A Biologically Plausible Speech Recognition Framework Based on Spiking Neural Networks. | Jibin Wu, Yansong Chua, Haizhou Li |
| 2018 | Interspeech | Automatic Pronunciation Evaluation of Singing. | Chitralekha Gupta, Haizhou Li, Ye Wang |
| 2018 | Interspeech | Wavelet Analysis of Speaker Dependent and Independent Prosody for Voice Conversion. | Berrak Sisman, Haizhou Li |
| 2018 | Interspeech | A Voice Conversion Framework with Tandem Feature Sparse Representation and Speaker-Adapted WaveNet Vocoder. | Berrak Sisman, Mingyang Zhang, Haizhou Li |
| 2018 | Interspeech | Co-whitening of I-vectors for Short and Long Duration Speaker Verification. | Longting Xu, Kong-Aik Lee, Haizhou Li, Zhen Yang |
| 2018 | Interspeech | Mandarin-English Code-switching Speech Recognition. | Haihua Xu, Van Tung Pham, Zin Tun Kyaw, Zhi Hao Lim, Eng Siong Chng, Haizhou Li |
| 2018 | Interspeech | A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning. | Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li |
| 2018 | Interspeech | Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search. | Yougen Yuan, Cheung-Chi Leung, Lei Xie, Hongjie Chen, Bin Ma, Haizhou Li |
| 2017 | ASRU | Multilingual bottle-neck feature learning from untranscribed speech. | Hongjie Chen, Cheung-Chi Leung, Lei Xie, Bin Ma, Haizhou Li |
| 2017 | ASRU | Sparse representation of phonetic features for voice conversion with and without parallel data. | Berrak Sisman, Haizhou Li, Kay Chen Tan |
| 2017 | ASRU | Statistical parametric speech synthesis using generative adversarial networks under a multi-task learning framework. | Shan Yang, Lei Xie, Xiao Chen, Xiaoyan Lou, Xuan Zhu, Dongyan Huang, Haizhou Li |
| 2017 | ASRU | Extracting bottleneck features and word-like pairs from untranscribed speech for feature representation. | Yougen Yuan, Cheung-Chi Leung, Lei Xie, Hongjie Chen, Bin Ma, Haizhou Li |
| 2017 | ETFA | A data-driven prognostics framework for tool remaining useful life estimation in tool condition monitoring. | Chong Zhang, Geok Soon Hong, Huan Xu, Kay Chen Tan, Jun-Hong Zhou, Hian-Leng Chan, Haizhou Li |
| 2017 | ICASSP | Adaptation of PLDA for multi-source text-independent speaker verification. | Liping Chen, Kong-Aik Lee, Bin Ma, Long Ma, Haizhou Li, Li-Rong Dai |
| 2017 | ICASSP | On time-frequency mask estimation for MVDR beamforming with application in robust speech recognition. | Xiong Xiao, Shengkui Zhao, Douglas L. Jones, Eng Siong Chng, Haizhou Li |
| 2017 | ICASSP | Pairwise learning using multi-lingual bottleneck features for low-resource query-by-example spoken term detection. | Yougen Yuan, Cheung-Chi Leung, Lei Xie, Hongjie Chen, Bin Ma, Haizhou Li |
| 2017 | Interspeech | Multimodal Prediction of Affective Dimensions via Fusing Multiple Regression Techniques. | Dong-Yan Huang, Wan Ding, Mingyu Xu, Huaiping Ming, Minghui Dong, Xinguo Yu, Haizhou Li |
| 2017 | Interspeech | Investigating Scalability in Hierarchical Language Identification System. | Saad Irtza, Vidhyasaharan Sethu, Eliathamby Ambikairajah, Haizhou Li |
| 2017 | Interspeech | The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. | Kong-Aik Lee, Ville Hautamki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickal Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Hctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gal Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-Franois Bonastre, Eliathamby Ambikairajah |
| 2017 | Interspeech | Gain Compensation for Fast i-Vector Extraction Over Short Duration. | Kong-Aik Lee, Haizhou Li |
| 2017 | Interspeech | ISCA Medal for Scientific Achievement. | Haizhou Li |
| 2017 | Interspeech | Denoising Recurrent Neural Network for Deep Bidirectional LSTM Based Voice Conversion. | Jie Wu, Dong-Yan Huang, Lei Xie, Haizhou Li |
| 2017 | Interspeech | Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source. | Chenglin Xu, Xiong Xiao, Sining Sun, Wei Rao, Eng Siong Chng, Haizhou Li |
| 2016 | ACL | Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking. | Seokhwan Kim, Rafael E. Banchs, Haizhou Li |
| 2016 | ICASSP | Content-aware local variability vector for speaker verification with short utterance. | Liping Chen, Kong-Aik Lee, Eng Siong Chng, Bin Ma, Haizhou Li, Li-Rong Dai |
| 2016 | ICASSP | Exemplar-inspired strategies for low-resource spoken keyword search in Swahili. | Nancy F. Chen, Van Tung Pham, Haihua Xu, Xiong Xiao, Van Hai Do, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Chin-Hui Lee, Eng Siong Chng, Bin Ma, Haizhou Li |
| 2016 | ICASSP | Combining multiple kernel models for automatic intelligibility detection of pathological speech. | Dong-Yan Huang, Minghui Dong, Haizhou Li |
| 2016 | ICASSP | A hierarchical framework for language identification. | Saad Irtza, Vidhyasaharan Sethu, Haris Bavattichalil, Eliathamby Ambikairajah, Haizhou Li |
| 2016 | ICASSP | Exemplar-based sparse representation of timbre and prosody for voice conversion. | Huaiping Ming, Dong-Yan Huang, Lei Xie, Shaofei Zhang, Minghui Dong, Haizhou Li |
| 2016 | ICASSP | Cross-lingual deep neural network based submodular unbiased data selection for low-resource keyword search. | Chongjia Ni, Cheung-Chi Leung, Lei Wang, Haibo Liu, Feng Rao, Li Lu, Nancy F. Chen, Bin Ma, Haizhou Li |
| 2016 | ICASSP | Keyword search using query expansion for graph-based rescoring of hypothesized detections. | Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li |
| 2016 | ICASSP | Spoofing detection from a feature representation perspective. | Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li |
| 2016 | ICASSP | An expectation-maximization eigenvector clustering approach to direction of arrival estimation of multiple speech sources. | Xiong Xiao, Shengkui Zhao, Thi Ngoc Tho Nguyen, Douglas L. Jones, Eng Siong Chng, Haizhou Li |
| 2016 | ICASSP | Approximate search of audio queries by using DTW with phone time boundary and data augmentation. | Haihua Xu, Jingyong Hou, Xiong Xiao, Van Tung Pham, Cheung-Chi Leung, Lei Wang, Van Hai Do, Hang Lv, Lei Xie, Bin Ma, Eng Siong Chng, Haizhou Li |
| 2016 | ICMI | Audio and face video emotion recognition in the wild using deep neural networks and small datasets. | Wan Ding, Mingyu Xu, Dong-Yan Huang, Weisi Lin, Minghui Dong, Xinguo Yu, Haizhou Li |
| 2016 | Interspeech | SERAPHIM: A Wavetable Synthesis System with 3D Lip Animation for Real-Time Speech and Singing Applications on Mobile Platforms. | Paul Yaozhu Chan, Minghui Dong, Grace Xue Hui Ho, Haizhou Li |
| 2016 | Interspeech | SERAPHIM Live! - Singing Synthesis for the Performer, the Composer, and the 3D Game Developer. | Paul Yaozhu Chan, Minghui Dong, Grace Xue Hui Ho, Haizhou Li |
| 2016 | Interspeech | Unsupervised Bottleneck Features for Low-Resource Query-by-Example Spoken Term Detection. | Hongjie Chen, Cheung-Chi Leung, Lei Xie, Bin Ma, Haizhou Li |
| 2016 | Interspeech | SingaKids-Mandarin: Speech Corpus of Singaporean Children Speaking Mandarin Chinese. | Nancy F. Chen, Rong Tong, Darren Wee, Pei Xuan Lee, Bin Ma, Haizhou Li |
| 2016 | Interspeech | Out of Set Language Modelling in Hierarchical Language Identification. | Saad Irtza, Vidhyasaharan Sethu, Sarith Fernando, Eliathamby Ambikairajah, Haizhou Li |
| 2016 | Interspeech | The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. | Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamki, Wei Rao, Xiong Xiao, Anthony Larcher, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Jianshu Chen, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Chenglin Xu, Haihua Xu, Bin Ma, Eng Siong Chng, Sylvain Meignier |
| 2016 | Interspeech | Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis. | Cheung-Chi Leung, Lei Wang, Haihua Xu, Jingyong Hou, Van Tung Pham, Hang Lv, Lei Xie, Xiong Xiao, Chongjia Ni, Bin Ma, Eng Siong Chng, Haizhou Li |
| 2016 | Interspeech | Deep Bidirectional LSTM Modeling of Timbre and Prosody for Emotional Voice Conversion. | Huaiping Ming, Dong-Yan Huang, Lei Xie, Jie Wu, Minghui Dong, Haizhou Li |
| 2016 | Interspeech | Rapid Update of Multilingual Deep Neural Network for Low-Resource Keyword Search. | Chongjia Ni, Lei Wang, Cheung-Chi Leung, Feng Rao, Li Lu, Bin Ma, Haizhou Li |
| 2016 | Interspeech | Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples. | Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li |
| 2016 | Interspeech | An Investigation of Spoofing Speech Detection Under Additive Noise and Reverberant Conditions. | Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li |
| 2016 | Interspeech | Context Aware Mispronunciation Detection for Mandarin Pronunciation Training. | Rong Tong, Nancy F. Chen, Bin Ma, Haizhou Li |
| 2016 | Interspeech | Semi-Supervised and Cross-Lingual Knowledge Transfer Learnings for DNN Hybrid Acoustic Models Under Low-Resource Conditions. | Haihua Xu, Hang Su, Chongjia Ni, Xiong Xiao, Hao Huang, Eng Siong Chng, Haizhou Li |
| 2016 | Interspeech | Learning Neural Network Representations Using Cross-Lingual Bottleneck Features with Word-Pair Information. | Yougen Yuan, Cheung-Chi Leung, Lei Xie, Bin Ma, Haizhou Li |
| 2016 | Interspeech | A DNN-HMM Approach to Story Segmentation. | Jia Yu, Xiong Xiao, Lei Xie, Eng Siong Chng, Haizhou Li |
| 2015 | AAAI | An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building. | Miaolong Yuan, Bo Tian, Vui Ann Shim, Huajin Tang, Haizhou Li |
| 2015 | ACII | Fundamental frequency modeling using wavelets for emotional voice conversion. | Huaiping Ming, Dong-Yan Huang, Minghui Dong, Haizhou Li, Lei Xie, Shaofei Zhang |
| 2015 | ASRU | Robust speech recognition using beamforming with adaptive microphone gains and multichannel noise reduction. | Shengkui Zhao, Xiong Xiao, Zhaofeng Zhang, Thi Ngoc Tho Nguyen, Xionghu Zhong, Bo Ren, Longbiao Wang, Douglas L. Jones, Engsiong Chng, Haizhou Li |
| 2015 | EMNLP | Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia. | Seokhwan Kim, Rafael E. Banchs, Haizhou Li |
| 2015 | ICASSP | Channel adaptation of plda for text-independent speaker verification. | Liping Chen, Kong-Aik Lee, Bin Ma, Wu Guo, Haizhou Li, Li-Rong Dai |
| 2015 | ICASSP | Low-resource keyword search strategies for tamil. | Nancy F. Chen, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Van Tung Pham, Haihua Xu, Xiong Xiao, Tze Siong Lau, Su Jun Leow, Boon Pang Lim, Cheung-Chi Leung, Lei Wang, Chin-Hui Lee, Alvina Goh, Engsiong Chng, Bin Ma, Haizhou Li |
| 2015 | ICASSP | Combining robust spike coding with spiking neural networks for sound event classification. | Jonathan William Dennis, Tran Huy Dat, Haizhou Li |
| 2015 | ICASSP | Source-specific informative prior for i-vector extraction. | Sven Ewan Shepstone, Kong-Aik Lee, Haizhou Li, Zheng-Hua Tan, Sren Holdt Jensen |
| 2015 | ICASSP | Tokenizing fundamental frequency variation for Mandarin tone error detection. | Rong Tong, Nancy F. Chen, Boon Pang Lim, Bin Ma, Haizhou Li |
| 2015 | ICASSP | A learning-based approach to direction of arrival estimation in noisy and reverberant environments. | Xiong Xiao, Shengkui Zhao, Xionghu Zhong, Douglas L. Jones, Engsiong Chng, Haizhou Li |
| 2015 | ICASSP | Language independent query-by-example spoken term detection using N-best phone sequences and partial matching. | Haihua Xu, Peng Yang, Xiong Xiao, Lei Xie, Cheung-Chi Leung, Hongjie Chen, Jia Yu, Hang Lv, Lei Wang, Su Jun Leow, Bin Ma, Engsiong Chng, Haizhou Li |
| 2015 | Interspeech | Phone-centric local variability vector for text-constrained speaker verification. | Liping Chen, Kong-Aik Lee, Bin Ma, Wu Guo, Haizhou Li, Li-Rong Dai |
| 2015 | Interspeech | Parallel inference of dirichlet process Gaussian mixture models for unsupervised acoustic modeling: a feasibility study. | Hongjie Chen, Cheung-Chi Leung, Lei Xie, Bin Ma, Haizhou Li |
| 2015 | Interspeech | iCALL corpus: Mandarin Chinese spoken by non-native speakers of European descent. | Nancy F. Chen, Rong Tong, Darren Wee, Pei Xuan Lee, Bin Ma, Haizhou Li |
| 2015 | Interspeech | TDTO language modeling with feedforward neural networks. | Tze Yuang Chong, Rafael E. Banchs, Engsiong Chng, Haizhou Li |
| 2015 | Interspeech | Spiking neural networks and the generalised hough transform for speech pattern detection. | Jonathan William Dennis, Tran Huy Dat, Haizhou Li |
| 2015 | Interspeech | A real-time variable-q non-stationary Gabor transform for pitch shifting. | Dong-Yan Huang, Minghui Dong, Haizhou Li |
| 2015 | Interspeech | Phonemes frequency based PLLR dimensionality reduction for language recognition. | Saad Irtza, Vidhyasaharan Sethu, Phu Ngoc Le, Eliathamby Ambikairajah, Haizhou Li |
| 2015 | Interspeech | The reddots data collection for speaker recognition. | Kong-Aik Lee, Anthony Larcher, Guangsen Wang, Patrick Kenny, Niko Brmmer, David A. van Leeuwen, Hagai Aronowitz, Marcel Kockmann, Carlos Vaquero, Bin Ma, Haizhou Li, Themos Stafylakis, Md. Jahangir Alam, Albert Swart, Javier Perez |
| 2015 | Interspeech | The reddots platform for mobile crowd-sourcing of speech data. | Kong-Aik Lee, Guangsen Wang, Kam Pheng Ng, Hanwu Sun, Trung Hieu Nguyen, Ngoc Thuy Huong Thai, Bin Ma, Haizhou Li |