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Alexander Ivanov aea7b70be0 [feat] add KVAE-Audio autoencoder (#14384)
* [feat] add KVAE-Audio autoencoder

* [fix] non-contiguous tensor into in_proj in AutoencoderKLKVAEAudio

* [chore] sync KVAE-Audio with upstream test and annotation changes

* [refactor] dedicated attention class and processor for AutoencoderKLKVAEAudio

* [refactor] remove the runtime sample_rate argument from AutoencoderKLKVAEAudio

* [refactor] always apply attention in AutoencoderKLKVAEAudio, drop use_attn

* [refactor] drop the derived latent_dim default from AutoencoderKLKVAEAudio

* [docs] fix encoder_rates docstring in AutoencoderKLKVAEAudio

* [refactor] rename Snake1d to KVAEAudioSnake1d in AutoencoderKLKVAEAudio

* [tests] skip layerwise casting training for AutoencoderKLKVAEAudio
2026-10-20 14:44:11 +05:30
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