Chin-Hui Lee

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 33

Top Topics

Speech Enhancement

Diffusion Models

Multimodal Information

Top Venues

Publications

Hu Hu, Sabato Marco Siniscalchi, Chin-Hui Lee
Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori. CoRR (2024)
Gaobin Yang, Maokui He, Shutong Niu, Ruoyu Wang, Yanyan Yue, Shuangqing Qian, Shilong Wu, Jun Du, Chin-Hui Lee
Neural Speaker Diarization Using Memory-Aware Multi-Speaker Embedding with Sequence-to-Sequence Architecture. ICASSP (2024)
Yusheng Dai, Hang Chen, Jun Du, Ruoyu Wang, Shihao Chen, Jiefeng Ma, Haotian Wang, Chin-Hui Lee
A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition. CoRR (2024)
Hao Yen, Sabato Marco Siniscalchi, Chin-Hui Lee
Boosting End-to-End Multilingual Phoneme Recognition Through Exploiting Universal Speech Attributes Constraints. ICASSP (2024)
Hang Chen, Qing Wang, Jun Du, Bao-Cai Yin, Jia Pan, Chin-Hui Lee
Optimizing Audio-Visual Speech Enhancement Using Multi-Level Distortion Measures for Audio-Visual Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Feng Ma, Yanhui Tu, Maokui He, Ruoyu Wang, Shutong Niu, Lei Sun, Zhongfu Ye, Jun Du, Jia Pan, Chin-Hui Lee
A Spatial Long-Term Iterative Mask Estimation Approach for Multi-Channel Speaker Diarization and Speech Recognition. ICASSP (2024)
Hang Chen, Qing Wang, Jun Du, Genshun Wan, Shifu Xiong, Baocai Yin, Jia Pan, Chin-Hui Lee
Collaborative Viseme Subword and End-to-End Modeling for Word-Level Lip Reading. IEEE Trans. Multim. 26 (2024)
Zilu Guo, Qing Wang, Jun Du, Jia Pan, Qing-Feng Liu, Chin-Hui Lee
A Variance-Preserving Interpolation Approach for Diffusion Models With Applications to Single Channel Speech Enhancement and Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Shilong Wu, Chenxi Wang, Hang Chen, Yusheng Dai, Chenyue Zhang, Ruoyu Wang, Hongbo Lan, Jun Du, Chin-Hui Lee, Jingdong Chen, Sabato Marco Siniscalchi, Odette Scharenborg, Zhong-Qiu Wang, Jia Pan, Jianqing Gao
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction. ICASSP (2024)
Hao Yen, Pin-Jui Ku, Sabato Marco Siniscalchi, Chin-Hui Lee
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition. CoRR (2024)
Haotian Wang, Jun Du, Hengshun Zhou, Chin-Hui Lee, Yuling Ren, Jiangjiang Zhao
A Multiple-Teacher Pruning Based Self-Distillation (MT-PSD) Approach to Model Compression for Audio-Visual Wake Word Spotting. INTERSPEECH (2023)
Shilong Wu, Jun Du, Mao-Kui He, Shutong Niu, Hang Chen, Haitao Tang, Chin-Hui Lee
Semi-Supervised Multi-Channel Speaker Diarization With Cross-Channel Attention. ASRU (2023)
Pin-Jui Ku, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models. INTERSPEECH (2023)
Zilu Guo, Jun Du, Chin-Hui Lee
Continuous Modeling of the Denoising Process for Speech Enhancement Based on Deep Learning. CoRR (2023)
Zilu Guo, Jun Du, Chin-Hui Lee, Yu Gao, Wenbin Zhang
Variance-Preserving-Based Interpolation Diffusion Models for Speech Enhancement. INTERSPEECH (2023)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. ICASSP (2023)
Shutong Niu, Jun Du, Maokui He, Chin-Hui Lee, Baoxiang Li, Jiakui Li
Unsupervised Adaptation with Quality-Aware Masking to Improve Target-Speaker Voice Activity Detection for Speaker Diarization. INTERSPEECH (2023)
Shutong Niu, Jun Du, Qing Wang, Li Chai, Huaxin Wu, Zhaoxu Nian, Lei Sun, Yi Fang, Jia Pan, Chin-Hui Lee
An Experimental Study on Sound Event Localization and Detection Under Realistic Testing Conditions. ICASSP (2023)
Zhe Wang, Shilong Wu, Hang Chen, Mao-Kui He, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Diyuan Liu, Baocai Yin, Jia Pan, Jianqing Gao, Cong Liu
The Multimodal Information Based Speech Processing (Misp) 2022 Challenge: Audio-Visual Diarization And Recognition. ICASSP (2023)
Shi Cheng, Jun Du, Shutong Niu, Alejandrina Cristià, Xin Wang, Qing Wang, Chin-Hui Lee
Using iterative adaptation and dynamic mask for child speech extraction under real-world multilingual conditions. Speech Commun. 152 (2023)
Hang Chen, Shilong Wu, Yusheng Dai, Zhe Wang, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Diyuan Liu, Bao-Cai Yin, Jia Pan, Jianqing Gao, Cong Liu
Summary on the Multimodal Information Based Speech Processing (MISP) 2022 Challenge. ICASSP (2023)
Hao Yen, Sabato Marco Siniscalchi, Chin-Hui Lee
Boosting End-to-End Multilingual Phoneme Recognition through Exploiting Universal Speech Attributes Constraints. CoRR (2023)
Yusheng Dai, Hang Chen, Jun Du, Xiaofei Ding, Ning Ding, Feijun Jiang, Chin-Hui Lee
Improving Audio-Visual Speech Recognition by Lip-Subword Correlation Based Visual Pre-training and Cross-Modal Fusion Encoder. ICME (2023)
Shi Cheng, Jun Du, Qing Wang, Ya Jiang, Zhaoxu Nian, Shutong Niu, Chin-Hui Lee, Yu Gao, Wenbin Zhang
Improving Sound Event Localization and Detection with Class-Dependent Sound Separation for Real-World Scenarios. APSIPA ASC (2023)
Chang Wang, Jun Du, Hang Chen, Ruoyu Wang, Chao-Han Huck Yang, Jiangjiang Zhao, Yuling Ren, Qinglong Li, Chin-Hui Lee
Enhancing Privacy Preservation with Quantum Computing for Word-Level Audio-Visual Speech Recognition. APSIPA ASC (2023)
Gaobin Yang, Maokui He, Shutong Niu, Ruoyu Wang, Yanyan Yue, Shuangqing Qian, Shilong Wu, Jun Du, Chin-Hui Lee
Neural Speaker Diarization Using Memory-Aware Multi-Speaker Embedding with Sequence-to-Sequence Architecture. CoRR (2023)
Chenyue Zhang, Hang Chen, Jun Du, Bao-Cai Yin, Jia Pan, Chin-Hui Lee
Incorporating Visual Information Reconstruction into Progressive Learning for Optimizing audio-visual Speech Enhancement. ICASSP (2023)
Ya Jiang, Hang Chen, Jun Du, Qing Wang, Chin-Hui Lee
Incorporating Lip Features into Audio-Visual Multi-Speaker DOA Estimation by Gated Fusion. ICASSP (2023)
Li Chai, Hang Chen, Jun Du, Qing-Feng Liu, Chin-Hui Lee
Space-and-speaker-aware acoustic modeling with effective data augmentation for recognition of multi-array conversational speech. Speech Commun. 153 (2023)
Gaobin Yang, Jun Du, Maokui He, Shutong Niu, Baoxiang Li, Jiakui Li, Chin-Hui Lee
AD-TUNING: An Adaptive CHILD-TUNING Approach to Efficient Hyperparameter Optimization of Child Networks for Speech Processing Tasks in the SUPERB Benchmark. INTERSPEECH (2023)
Shilong Wu, Chenxi Wang, Hang Chen, Yusheng Dai, Chenyue Zhang, Ruoyu Wang, Hongbo Lan, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Zhong-Qiu Wang, Jia Pan, Jianqing Gao
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction. CoRR (2023)
Hang Chen, Jun Du, Zhe Wang, Chenxi Wang, Yuling Ren, Qinglong Li, Ruibo Liu, Chin-Hui Lee
Correlated Multi-Level Speech Enhancement for Robust Real-World ASR Applications Using Mask-Waveform-Feature Optimization. APSIPA ASC (2023)
Qing Wang, Jun Du, Zhaoxu Nian, Shutong Niu, Li Chai, Huaxin Wu, Jia Pan, Chin-Hui Lee
Loss Function Design for DNN-Based Sound Event Localization and Detection on Low-Resource Realistic Data. ICASSP (2023)