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Jia-He Lei

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Preprint Aug 2026

MusicLayout: Explicit Structural Planning for Controllable Text-to-Music Generation

MusicLayout, an explicit intermediate representation for controlling musical structure in text-to-music generation, is introduced, providing evidence that explicit layout planning can improve long-range structural organization and support layout-level control.

Shuyu Li, Ke-Jun Zhang, Jia-He Lei et al. · 0 citations
Review Jul 2026

Summary of DCASE 2026 Task 5: Audio-Dependent Question Answering

DCASE~2026 Task~5 introduces Audio-Dependent Question Answering (ADQA), which tests whether large audio-language models answer from the audio rather than from textual priors. An Audio-Dependency Filtering (ADF) pipeline combines silent-audio probing, per-option perplexity, a large language model (LLM) commonsense check...

Haolin He, Renhe Sun, Zheqi Dai et al. · 1 citation

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