Search Results for author: Chin-Jui Chang

Found 4 papers, 2 papers with code

Music Score Expansion with Variable-Length Infilling

no code implementations11 Nov 2021 Chih-Pin Tan, Chin-Jui Chang, Alvin W. Y. Su, Yi-Hsuan Yang

In this paper, we investigate using the variable-length infilling (VLI) model, which is originally proposed to infill missing segments, to "prolong" existing musical segments at musical boundaries.

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

1 code implementation11 Aug 2021 Chin-Jui Chang, Chun-Yi Lee, Yi-Hsuan Yang

This paper proposes a new self-attention based model for music score infilling, i. e., to generate a polyphonic music sequence that fills in the gap between given past and future contexts.

BERT-like Pre-training for Symbolic Piano Music Classification Tasks

1 code implementation12 Jul 2021 Yi-Hui Chou, I-Chun Chen, Chin-Jui Chang, Joann Ching, Yi-Hsuan Yang

This article presents a benchmark study of symbolic piano music classification using the masked language modelling approach of the Bidirectional Encoder Representations from Transformers (BERT).

Classification Emotion Classification +3

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