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cs.SD2026
Rubric-Based Optimization for Text-to-Music Generation
Ping Wang, Guang Yang, Shao-Rong Su +3
Post-training text-to-music generation requires reward signals that capture multiple aspects of musical quality beyond what any single automatic metric can measure. We study struct…
cs.SD2026
A Dual Evaluation for Music Transcription
Ping Wang, Guang Yang, Nazif Can Tamer +2
Automatic music transcription systems produce sheet music that can be read and played back. We argue that these two targets call for complementary evaluations of notation similarit…
cs.SD2026★ 1 cited
SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away
Jiajia Li, Jiliang Hu, Ziyi Pan +4
Recently, there have been significant advancements in music generation. However, existing models primarily focus on creating modern pop songs, making it challenging to produce anci…