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re-bottleneck-latent-restructuring

re-bottleneck-latent-restructuring

Restructure latent representations in pretrained audio autoencoders without full retraining. Apply three variants—ordered, semantic, and equivariant—to enforce structure like channel ordering, semantic alignment, or filter correspondence. Achieves 20-60% semantic gains in under 48 GPU hours versus 14.5K hours for full retraining.

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Aadu2021 / skillxivNOASSERTION

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