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Compressing Streaming Neural Audio Encoders via Latent-Space Distillation

System-wide Dictation on Apple devices runs entirely on-device, and the speech it transcribes reaches the foundation model through a tokenizer: an encoder that maps short windows of waveform onto the representation the language model reads.

By Apple ML Research
Compressing Streaming Neural Audio Encoders via Latent-Space Distillation

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Originally published by Apple ML Research on Sep 24, 2026.

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