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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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Transformers with Competitive Ensembles of Independent Mechanisms


Feb 27, 2021
Alex Lamb, Di He, Anirudh Goyal, Guolin Ke, Chien-Feng Liao, Mirco Ravanelli, Yoshua Bengio

* Under Review, ICML 2021 

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Incorporating Broad Phonetic Information for Speech Enhancement


Aug 13, 2020
Yen-Ju Lu, Chien-Feng Liao, Xugang Lu, Jeih-weih Hung, Yu Tsao

* to be published in Interspeech 2020 

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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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MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement


May 13, 2019
Szu-Wei Fu, Chien-Feng Liao, Yu Tsao, Shou-De Lin

* Accepted by Thirty-sixth International Conference on Machine Learning (ICML) 2019 

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Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality


May 06, 2019
Szu-Wei Fu, Chien-Feng Liao, Yu Tsao


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Incorporating Symbolic Sequential Modeling for Speech Enhancement


Apr 30, 2019
Chien-Feng Liao, Yu Tsao, Xugang Lu, Hisashi Kawai

* Submitted to Interspeech 2019 

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