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eess.AS2025
SALAD-VAE: Semantic Audio Compression with Language-Audio Distillation
Sebastian Braun, Hannes Gamper, Dimitra Emmanouilidou
Modern generative and multimodal models increasingly rely on compact latent representations that trade and balance semantic richness with high-fidelity reconstruction. We introduce…
cs.MM2025
Quality Over Quantity? LLM-Based Curation for a Data-Efficient Audio-Video Foundation Model
Ali Vosoughi, Dimitra Emmanouilidou, Hannes Gamper
Integrating audio and visual data for training multimodal foundational models remains a challenge. The Audio-Video Vector Alignment (AVVA) framework addresses this by considering A…