Fusing frozen CLAP and OWL-ViT embeddings via a Cross-Modal Conformer, plus autocorrelation-based features, improves stereo SELD over DCASE 2025 baselines.
So, we adopted the inter-channel level difference (ILD) as the primary spatial feature for the SELD encoder, alongside log mel spectrograms computed independently from each channel
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Spatial and Semantic Embedding Integration for Stereo Sound Event Localization and Detection in Regular Videos
Fusing frozen CLAP and OWL-ViT embeddings via a Cross-Modal Conformer, plus autocorrelation-based features, improves stereo SELD over DCASE 2025 baselines.