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



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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Music Score Expansion with Variable-Length Infilling



Chih-Pin Tan , Chin-Jui Chang , Alvin W. Y. Su , Yi-Hsuan Yang

* Going to published as a late-breaking demo paper at ISMIR 2021 

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Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer



Yi-Jen Shih , Shih-Lun Wu , Frank Zalkow , Meinard Müller , Yi-Hsuan Yang


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Learning To Generate Piano Music With Sustain Pedals



Joann Ching , Yi-Hsuan Yang


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Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features



Wei-Han Hsu , Bo-Yu Chen , Yi-Hsuan Yang


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Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks



Bo-Yu Chen , Wei-Han Hsu , Wei-Hsiang Liao , Marco A. Martínez Ramírez , Yuki Mitsufuji , Yi-Hsuan Yang

* Submitted to ICASSP 2022 

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KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms



Chien-Feng Liao , Jen-Yu Liu , Yi-Hsuan Yang

* Submitted to ICASSP 2022 

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Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding



Chin-Jui Chang , Chun-Yi Lee , Yi-Hsuan Yang

* The paper has been accepted for publication at ISMIR 2021 

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A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset



Tun-Min Hung , Bo-Yu Chen , Yen-Tung Yeh , Yi-Hsuan Yang

* The paper has been accepted for publication at ISMIR 2021 

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EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation



Hsiao-Tzu Hung , Joann Ching , Seungheon Doh , Nabin Kim , Juhan Nam , Yi-Hsuan Yang

* The paper has been accepted for publication at ISMIR 2021 

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