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Perceptual Contrast Stretching on Target Feature for Speech Enhancement


Apr 01, 2022
Rong Chao, Cheng Yu, Szu-Wei Fu, Xugang Lu, Yu Tsao

* Submitted to Interspeech 2022 

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Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features


Dec 01, 2021
Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao


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OSSEM: one-shot speaker adaptive speech enhancement using meta learning


Nov 10, 2021
Cheng Yu, Szu-Wei Fu, Tsun-An Hsieh, Yu Tsao, Mirco Ravanelli


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SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points


Nov 08, 2021
Yu-Chen Lin, Cheng Yu, Yi-Te Hsu, Szu-Wei Fu, Yu Tsao, Tei-Wei Kuo


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MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech


Oct 12, 2021
Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao


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SpeechBrain: A General-Purpose Speech Toolkit


Jun 08, 2021
Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio

* Preprint 

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MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement


Apr 08, 2021
Szu-Wei Fu, Cheng Yu, Tsun-An Hsieh, Peter Plantinga, Mirco Ravanelli, Xugang Lu, Yu Tsao


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STOI-Net: A Deep Learning based Non-Intrusive Speech Intelligibility Assessment Model


Nov 09, 2020
Ryandhimas E. Zezario, Szu-Wei Fu, Chiou-Shann Fuh, Yu Tsao, Hsin-Min Wang

* Accepted in APSIPA 2020 

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Improving Perceptual Quality by Phone-Fortified Perceptual Loss for Speech Enhancement


Oct 30, 2020
Tsun-An Hsieh, Cheng Yu, Szu-Wei Fu, Xugang Lu, Yu Tsao


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