Search Results for author: Yu-Siang Huang

Found 3 papers, 2 papers with code

Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions

7 code implementations1 Feb 2020 Yu-Siang Huang, Yi-Hsuan Yang

In contrast with this general approach, this paper shows that Transformers can do even better for music modeling, when we improve the way a musical score is converted into the data fed to a Transformer model.

Music Modeling

Pop Music Highlighter: Marking the Emotion Keypoints

1 code implementation28 Feb 2018 Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang

In a previous work, we introduced an attention-based convolutional recurrent neural network that uses music emotion classification as a surrogate task for music highlight extraction, for Pop songs.

Emotion Classification

Generating Music Medleys via Playing Music Puzzle Games

no code implementations13 Sep 2017 Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang

Generating music medleys is about finding an optimal permutation of a given set of music clips.

Self-Supervised Learning

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