Streaming Neural Audio Encoder Compression

This post introduces a method for compressing streaming neural audio encoders by distilling their latent-space representations. This technique aims to reduce the memory footprint and latency of these encoders, which are crucial for on-device speech transcription systems. The distilled encoders maintain performance close to their teachers while achieving significant compression ratios.