Training-Efficient Text-to-Music Generation with State-Space Modeling. - Wei-Jaw Lee; Fang-Chih Hsieh; Xuanjun Chen; Fang-Duo Tsai; Yi-Hsuan Yang (CoRR, 2026)

MIDI-Informed Singing Accompaniment Generation in a Compositional Song Pipeline. - Fang-Duo Tsai; Yi-An Lai; Fei-Yueh Chen; Hsueh-Wei Fu; Li Chai 010; Wei-Jaw Lee; Hao-Chung Cheng; Yi-Hsuan Yang (CoRR, 2026)

Academic Text-to-Music Grand Challenge: Datasets, Baselines, and Evaluation Methods. - Fang-Chih Hsieh; Wei-Jaw Lee; Chun-Ping Wang; Hung-Yi Lee; Hao-Wen Dong; Yi-Hsuan Yang (CoRR, 2026)