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cs.SD2026
Aligning MusicLLM with Emotion using Instruction Tuning and Feedback-Driven Alignment
Takuya Hasumi, Welly Naptali
This paper investigates whether music large language models (MusicLLMs) can be aligned for emotion regression. While MusicLLMs have shown strong performance in music information re…
cs.SD2025
DnR-nonverbal: Cinematic Audio Source Separation Dataset Containing Non-Verbal Sounds
Takuya Hasumi, Yusuke Fujita
We propose a new dataset for cinematic audio source separation (CASS) that handles non-verbal sounds. Existing CASS datasets only contain reading-style sounds as a speech stem. The…
cs.SD2025
Music Tagging with Classifier Group Chains
Takuya Hasumi, Tatsuya Komatsu, Yusuke Fujita
We propose music tagging with classifier chains that model the interplay of music tags. Most conventional methods estimate multiple tags independently by treating them as multiple…