Elastic Time adds a learned latent predictor to enable dynamic frame rates in fixed-rate neural audio autoencoders, allowing skipped frames to be reconstructed and improving efficiency-quality tradeoffs at deployment time.
Salad-vae: Semantic audio compression with language-audio distillation,
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Elastic Time: Dynamic Frame Rate Bottlenecks for Neural Audio Coding
Elastic Time adds a learned latent predictor to enable dynamic frame rates in fixed-rate neural audio autoencoders, allowing skipped frames to be reconstructed and improving efficiency-quality tradeoffs at deployment time.