Author

Jin-Ting Wang

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Preprint Aug 2026

AudioScape-TTA: A Structured Soundscape Benchmark for Fine-Grained Text-to-Audio Evaluation

A rubric-based audio-grounded evaluation framework that verifies event realization, acoustic attributes, and speech content through fine-grained semantic criteria, and human validation demonstrates that the benchmark achieves stronger alignment with human semantic judgments than conventional global similarity metrics.

Jin-Ting Wang, Yuguang Yang, Shengyu Li et al. · 0 citations

#artificial intelligence Preprint Sep 2026

CMA-OT: Hierarchical Expert Supervision for Dance-to-Music Generation

Dance-to-music (D2M) generation aims to synthesize music that is rhythmically and stylistically aligned with dance videos. A key challenge arises from the semantic mismatch between sparse dance cues, such as rhythm and style, and the dense information required for music composition, including structure, instrumentation...

Jin-Ting Wang, Chen-Xing Li, Dong Yu et al. · 0 citations