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fix: add autoencoder import
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README.md

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@@ -62,6 +62,8 @@ upsampled = upsampler.sample(
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### Autoencoding
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```py
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from audio_diffusion_pytorch import AudioDiffusionAutoencoder
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autoencoder = AudioDiffusionAutoencoder(
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in_channels=1,
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encoder_depth=4,

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