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Attention-based multi-task learning for speech-enhancement and speaker-identification in multi-speaker dialogue scenario

Jan 07, 2021
Chiang-Jen Peng, Yun-Ju Chan, Cheng Yu, Syu-Siang Wang, Yu Tsao, Tai-Shih Chi

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CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application

Aug 21, 2020
Alexander Chao-Fu Kang, Kuo-Hsuan Hung, Yu-Wen Chen, You-Jin Li, Ya-Hsin Lai, Kai-Chun Liu, Sze-Wei Fu, Syu-Siang Wang, Yu Tsao

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Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing

Jun 18, 2020
Szu-Wei Fu, Chien-Feng Liao, Tsun-An Hsieh, Kuo-Hsuan Hung, Syu-Siang Wang, Cheng Yu, Heng-Cheng Kuo, Ryandhimas E. Zezario, You-Jin Li, Shang-Yi Chuang, Yen-Ju Lu, Yu Tsao

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Distributed Microphone Speech Enhancement based on Deep Learning

Nov 22, 2019
Syu-Siang Wang, Yu-You Liang, Jeih-weih Hung, Yu Tsao, Hsin-Min Wang, Shih-Hau Fang

* deep neural network, multi-channel speech enhancement, distributed microphone architecture, diffuse noise environment 

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Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks

Jan 24, 2018
Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Yu Tsao, Hsiu-Wen Chang, Hsin-Min Wang

* To appear in IEEE Transactions on Emerging Topics in Computational Intelligence. Some audio samples can be reached in this link: 

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