Subin Park

Generate, Analyze, and Refine: Training-Free Sound Source Localization via MLLM Meta-Reasoning

Sound source localization task aims to identify the locations of sound-emitting objects by leveraging correlations between audio and visual modalities. Most existing SSL methods rely on contrastive learning-based feature matching, but lack explicit reasoning and verification, limiting their effectiv