Visual-Informed Speech Enhancement Using Attention-Based Beamforming.

Mingsian R. Bai

Chihyun Liu Jiaxuan Fan Mingtung Sun Michael Anthony Mingsian R. Bai Yu Tsao Visual-Informed Speech Enhancement Using Attention-Based Beamforming. 2026 March abs/2603.05270 CoRR https://doi.org/10.48550/arXiv.2603.05270 db/journals/corr/corr2603.html#abs-2603-05270 streams/journals/corr

Michael Anthony Chih-Yen Wang Ching En Huang You-Siang Chen Mingsian R. Bai An Integrated Active Noise Control and Crosstalk Cancellation System Designed Under a Generalized Model-Matching Framework. 382-387 2025 APSIPA https://doi.org/10.1109/APSIPAASC65261.2025.11249007 conf/apsipa/2025 db/conf/apsipa/apsipa2025.html#AnthonyWHCB25 You-Siang Chen Anchi Yuan Mingsian R. Bai Blind Estimation of Acoustic Transfer Functions using Convolutive Transfer Functions with Application to Dereverberation. 1-5 2024 ISPACS https://doi.org/10.1109/ISPACS62486.2024.10868800 conf/ispacs/2024 db/conf/ispacs/ispacs2024.html#ChenYB24 Pei-Lin Zhong You-Siang Chen Mingsian R. Bai Learning-Based Real-Time Multichannel Dynamic-Zone Active Noise Control Using the Model-Matching Principle. 1-5 2024 ISPACS https://doi.org/10.1109/ISPACS62486.2024.10869033 conf/ispacs/2024 db/conf/ispacs/ispacs2024.html#ZhongCB24 Yicheng Hsu Mingsian R. Bai A Tunable Binaural Audio Telepresence System Capable of Balancing Immersive and Enhanced Modes. 449-453 2024 IWAENC https://doi.org/10.1109/IWAENC61483.2024.10694253 conf/iwaenc/2024 db/conf/iwaenc/iwaenc2024.html#HsuB24 streams/conf/iwaenc

Yicheng Hsu Ssuhan Chen Mingsian R. Bai Spatial-Temporal Activity-Informed Diarization and Separation. 2024 abs/2401.16850 CoRR https://doi.org/10.48550/arXiv.2401.16850 db/journals/corr/corr2401.html#abs-2401-16850

Yicheng Hsu Mingsian R. Bai A tunable binaural audio telepresence system capable of balancing immersive and enhanced modes. 2024 abs/2405.08742 CoRR https://doi.org/10.48550/arXiv.2405.08742 db/journals/corr/corr2405.html#abs-2405-08742

Yicheng Hsu Mingsian R. Bai Learning-based robust speaker counting and separation with the aid of spatial coherence. 36 2023 December 2023 EURASIP J. Audio Speech Music. Process. 1 https://doi.org/10.1186/s13636-023-00298-3 db/journals/ejasmp/ejasmp2023.html#HsuB23

Pei-Lin Zhong You-Siang Chen Mingsian R. Bai Multichannel learning-based spatially extended active noise control via model matching and sensor transfer function interpolation. 1226-1233 2023 APSIPA ASC https://doi.org/10.1109/APSIPAASC58517.2023.10317472 conf/apsipa/2023 db/conf/apsipa/apsipa2023.html#ZhongCB23 Yicheng Hsu Chenghung Ma Mingsian R. Bai Model-Matching Principle Applied to the Design of an Array-Based All-Neural Binaural Rendering System for Audio Telepresence. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10095300 conf/icassp/2023 db/conf/icassp/icassp2023.html#HsuMB23

Mingsian R. Bai Fan-Jie Kung Chun-Shian Tao Tracking of Moving Sources in a Reverberant Environment Using Evolutionary Algorithms. 107563-107574 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3212832 db/journals/access/access10.html#BaiKT22

Chen-Lung Lu Jui-Te Huang Ching-I Huang Zi-Yan Liu Chao-Chun Hsu Yu-Yen Huang Siao-Cing Huang Po-Kai Chang Zu Lin Ewe Po-Jui Huang Po-Lin Li Bo-Hui Wang Lai Sum Yim Sheng-Wei Huang Mingsian R. Bai Hsueh-Cheng Wang A Heterogeneous Unmanned Ground Vehicle and Blimp Robot Team for Search and Rescue using Data-driven Autonomy and Communication-aware Navigation. 557-594 2022 March 2 Field Robotics 1 https://doi.org/10.55417/fr.2022020 db/journals/fr/fr2.html#LuHHLHHHCEHLWYHBW22

Yicheng Hsu Yonghan Lee 0002 Mingsian R. Bai Learning-Based Personal Speech Enhancement for Teleconferencing by Exploiting Spatial-Spectral Features. 8787-8791 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9746859 conf/icassp/2022 db/conf/icassp/icassp2022.html#HsuLB22 Yuefeng Tsai Yicheng Hsu Mingsian R. Bai Acoustic Echo Suppression Using A Learning-Based Multi-Frame Minimum Variance Distortionless Response (Mfmvdr) Filter. 1-5 2022 IWAENC https://doi.org/10.1109/IWAENC53105.2022.9914795 conf/iwaenc/2022 db/conf/iwaenc/iwaenc2022.html#TsaiHB22

Yuefeng Tsai Yicheng Hsu Mingsian R. Bai Acoustic echo suppression using a learning-based multi-frame minimum variance distortionless response filter. 2022 abs/2205.03594 CoRR https://doi.org/10.48550/arXiv.2205.03594 db/journals/corr/corr2205.html#abs-2205-03594

Yicheng Hsu Yonghan Lee 0002 Mingsian R. Bai Multi-channel target speech enhancement based on ERB-scaled spatial coherence features. 2022 abs/2207.08126 CoRR https://doi.org/10.48550/arXiv.2207.08126 db/journals/corr/corr2207.html#abs-2207-08126

Yicheng Hsu Chenghumg Ma Mingsian R. Bai Model-matching Principle Applied to the Design of an Array-based All-neural Binaural Rendering System for Audio Telepresence. 2022 abs/2210.11123 CoRR https://doi.org/10.48550/arXiv.2210.11123 db/journals/corr/corr2210.html#abs-2210-11123

Yicheng Hsu Yonghan Lee 0002 Mingsian R. Bai Array Configuration-Agnostic Personalized Speech Enhancement using Long-Short-Term Spatial Coherence. 2022 abs/2211.08748 CoRR https://doi.org/10.48550/arXiv.2211.08748 db/journals/corr/corr2211.html#abs-2211-08748

You-Siang Chen Zi-Jie Lin Mingsian R. Bai A multichannel learning-based approach for sound source separation in reverberant environments. 38 2021 2021 EURASIP J. Audio Speech Music. Process. 1 https://doi.org/10.1186/s13636-021-00227-2 db/journals/ejasmp/ejasmp2021.html#ChenLB21

Chih-Yuan Koh You-Siang Chen Yi-Wen Liu Mingsian R. Bai Sound Event Detection by Consistency Training and Pseudo-Labeling With Feature-Pyramid Convolutional Recurrent Neural Networks. 376-380 2021 ICASSP https://doi.org/10.1109/ICASSP39728.2021.9414350 conf/icassp/2021 db/conf/icassp/icassp2021.html#KohCLB21

Yicheng Hsu Yonghan Lee 0002 Mingsian R. Bai Learning-based personal speech enhancement for teleconferencing by exploiting spatial-spectral features. 2021 abs/2112.05686 CoRR https://arxiv.org/abs/2112.05686 db/journals/corr/corr2112.html#abs-2112-05686

Mingsian R. Bai Hungyu Chen Lihao Yang A Novel Approach for Feedforward Control of Noise in Ducts Using Simplified Multichannel Inverse Filters. 8469-8473 2019 ICASSP https://doi.org/10.1109/ICASSP.2019.8683325 conf/icassp/2019 db/conf/icassp/icassp2019.html#BaiCY19 Mingsian R. Bai Shih-Syuan Lan Jong-Vi Huang Time Difference of Arrival (TDOA)-Based Acoustic Source Localization and Signal Extraction for Intelligent Audio Classification. 632-636 2018 SAM https://doi.org/10.1109/SAM.2018.8448583 conf/ieeesam/2018 db/conf/ieeesam/sam2018.html#BaiLH18

Jian-Da Wu Yu-Hsuan Wang Peng-Hsin Chiang Mingsian R. Bai A study of fault diagnosis in a scooter using adaptive order tracking technique and neural network. 49-56 2009 36 Expert Syst. Appl. 1 https://doi.org/10.1016/j.eswa.2007.09.015 db/journals/eswa/eswa36.html#WuWCB09

Jian-Da Wu Mingsian R. Bai Fu-Cheng Su Chin-Wei Huang An expert system for the diagnosis of faults in rotating machinery using adaptive order-tracking algorithm. 5424-5431 2009 36 Expert Syst. Appl. 3 https://doi.org/10.1016/j.eswa.2008.06.059 db/journals/eswa/eswa36.html#WuBSH09

Jian-Da Wu Yu-Hsuan Wang Mingsian R. Bai Development of an expert system for fault diagnosis in scooter engine platform using fuzzy-logic inference. 1063-1075 2007 33 Expert Syst. Appl. 4 https://doi.org/10.1016/j.eswa.2006.08.011 db/journals/eswa/eswa33.html#WuWB07

Mingsian R. Bai Geng-Yu Shih Upmixing and Downmixing Two-channel Stereo Audio for Consumer Electronics. 1011-1019 2007 53 IEEE Trans. Consumer Electron. 3 https://doi.org/10.1109/TCE.2007.4341580 db/journals/tce/tce53.html#BaiS07

Mingsian R. Bai Kwuen-Yieng Ou Experimental evaluation of adaptive predictive control for rotor vibration suppression. 895-901 2002 10 IEEE Trans. Control. Syst. Technol. 6 https://doi.org/10.1109/TCST.2002.804124 db/journals/tcst/tcst10.html#BaiO02

Michael Anthony Po-Kai Chang Hungyu Chen Ssuhan Chen You-Siang Chen Peng-Hsin Chiang Zu Lin Ewe Jiaxuan Fan Chao-Chun Hsu Yicheng Hsu Chin-Wei Huang Ching En Huang Ching-I Huang Jong-Vi Huang Jui-Te Huang Po-Jui Huang Sheng-Wei Huang Siao-Cing Huang Yu-Yen Huang Chih-Yuan Koh Fan-Jie Kung Shih-Syuan Lan Yonghan Lee 0002 Po-Lin Li Zi-Jie Lin Chihyun Liu Yi-Wen Liu Ziyan LiuZi-Yan Liu Chen-Lung Lu Chenghumg Ma Chenghung Ma Kwuen-Yieng Ou Geng-Yu Shih Fu-Cheng Su Mingtung Sun Chun-Shian Tao Yuefeng Tsai Yu Tsao Bo-Hui Wang Chih-Yen Wang Hsueh-Cheng Wang Yu-Hsuan Wang Jian-Da Wu Lihao Yang Lai Sum Yim Anchi Yuan Pei-Lin Zhong