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#sound-generation

Empirical Variational Autoencoder

Hugging Face Daily Papers ↗ · 2026-10-05 Cached

Empirical Variational Autoencoder (EVA) is a general generative framework for continuous-valued sequences that learns autoregressive latent priors empirically from training data, alleviating the prior-posterior gap of conventional VAEs and achieving competitive generation quality with autoregressive diffusion baselines at much faster inference speed.

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#sound-generation

Open source : Turning vocal imitations into sound effects. (New UX for sound generation)

Reddit r/LocalLLaMA ↗ · 2026-05-30

An open-source AI model that generates sound effects from vocal imitations and text descriptions, addressing the challenge of searching for specific sounds.

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