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Distributed Microphone Speech Enhancement based on Deep Learning


Nov 19, 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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Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks


Sep 26, 2019
Chang-Le Liu, Szu-Wei Fu, You-Jin Lee, Yu Tsao, Jen-Wei Huang, Hsin-Min Wang


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Improving Automatic Jazz Melody Generation by Transfer Learning Techniques


Aug 26, 2019
Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang

* 8 pages, Accepted to APSIPA ASC(Asia-Pacific Signal and Information Processing Association Annual Summit and Conference ) 2019 

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MOSNet: Deep Learning based Objective Assessment for Voice Conversion


Apr 26, 2019
Chen-Chou Lo, Szu-Wei Fu, Wen-Chin Huang, Xin Wang, Junichi Yamagishi, Yu Tsao, Hsin-Min Wang

* Submitted to Interspeech2019 

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Refined WaveNet Vocoder for Variational Autoencoder Based Voice Conversion


Nov 27, 2018
Wen-Chin Huang, Yi-Chiao Wu, Hsin-Te Hwang, Patrick Lumban Tobing, Tomoki Hayashi, Kazuhiro Kobayashi, Tomoki Toda, Yu Tsao, Hsin-Min Wang

* 5 pages, 5 figures, 2 tables. Submitted to IEEE ICASSP 2019 

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Voice Conversion Based on Cross-Domain Features Using Variational Auto Encoders


Aug 29, 2018
Wen-Chin Huang, Hsin-Te Hwang, Yu-Huai Peng, Yu Tsao, Hsin-Min Wang

* Accepted to ISCSLP 2018 

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Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM


Aug 17, 2018
Szu-Wei Fu, Yu Tsao, Hsin-Te Hwang, Hsin-Min Wang

* Accepted in Interspeech2018 

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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: https://sites.google.com/view/avse2017 

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Voice Conversion from Unaligned Corpora using Variational Autoencoding Wasserstein Generative Adversarial Networks


Jun 08, 2017
Chin-Cheng Hsu, Hsin-Te Hwang, Yi-Chiao Wu, Yu Tsao, Hsin-Min Wang

* Submitted to INTERSPEECH 2017 

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