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@TONGYI_SpeechAI: Most audio VAEs treat every latent channel equally — same Gaussian prior everywhere. But audio isn't uniform: low frequ…

X AI KOLs Timeline · 2026-07-16 Cached

The tweet critiques standard audio VAEs for using a uniform Gaussian prior on all latent channels, ignoring the structured nature of low frequencies and chaotic high frequencies, a problem termed 'disordered information packing.'

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