Author

Francesco Brigante

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#machine learning Preprint Sep 2026

SAGE: Semantic Audio Generative Encoder

This paper introduces SAGE, Semantic Audio Generative Encoder: a compact variational autoencoder that shapes its latent by distilling embeddings from a pretrained audio-text model, combining high reconstruction fidelity, state-of-the-art semantic structure, and fast inference.

Francesco Brigante, Luca Cerovaz, Davide Marincione et al. · 0 citations