no code implementations • 11 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.
1 code implementation • 11 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.
1 code implementation • 12 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).
no code implementations • 30 May 2021 • Chin-Jui Chang, Yu-Wei Chu, Chao-Hsien Ting, Hao-Kang Liu, Zhang-Wei Hong, Chun-Yi Lee
Deep reinforcement learning (DRL) has been demonstrated to provide promising results in several challenging decision making and control tasks.