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DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation


Aug 19, 2022
Da-Yi Wu, Wen-Yi Hsiao, Fu-Rong Yang, Oscar Friedman, Warren Jackson, Scott Bruzenak, Yi-Wen Liu, Yi-Hsuan Yang

* International Society for Music Information Retrieval (ISMIR) 2022 
* Accepted at ISMIR 2022 

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towards automatic transcription of polyphonic electric guitar music:a new dataset and a multi-loss transformer model


Feb 20, 2022
Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang, Yi-Hsuan Yang

* to be published at ICASSP 2022 

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Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking


Jun 16, 2021
Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao, Yu-Hua Chen, Alvin Wen-Yu Su, Yi-Hsuan Yang

* Accepted to European Signal Processing Conference (EUSIPCO 2021) 

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Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs


Jan 07, 2021
Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang


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Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation


Aug 06, 2020
Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su

* Accepted to IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP 2020) 

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Automatic Melody Harmonization with Triad Chords: A Comparative Study


Jan 08, 2020
Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama, Tetsuro Kitahara, Benjamin Genchel, Hao-Min Liu, Hao-Wen Dong, Yian Chen, Terence Leong, Yi-Hsuan Yang

* 20 pages, 6 figures, submitted to JNMR 

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MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment


Nov 24, 2017
Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang

* to appear at AAAI 2018 

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