most citedReinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering

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cs.MM2025

AV-Edit: Multimodal Generative Sound Effect Editing via Audio-Visual Semantic Joint Control

Xinyue Guo, Xiaoran Yang, Lipan Zhang +3

Sound effect editing-modifying audio by adding, removing, or replacing elements-remains constrained by existing approaches that rely solely on low-level signal processing or coarse…

cs.MM2025

StarVC: A Unified Auto-Regressive Framework for Joint Text and Speech Generation in Voice Conversion

Fengjin Li, Jie Wang, Yadong Niu +4

Voice Conversion (VC) modifies speech to match a target speaker while preserving linguistic content. Traditional methods usually extract speaker information directly from speech wh…