Jeong-Mi Chae

StreamSE: Neural Audio Codec-based Streaming Speech Enhancement for On-device Inference

Recent generative speech enhancement (SE) models achieve high perceptual quality, but their non-causal processing and expensive computation make them difficult to use for streaming, on-device inference. We propose StreamSE, a 20M-parameter streaming SE model that operates in the latent space of a frozen pretrained neur...