DriftSE achieves one-step speech enhancement by evolving a pushforward distribution to match clean speech using a drifting field, outperforming multi-step diffusion on VoiceBank-DEMAND.
By utilizing a latent drifting field, DriftSE evolves the mapping function’s pushforward distribution to directly match the clean speech distribution during training
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Speech Enhancement Based on Drifting Models
DriftSE achieves one-step speech enhancement by evolving a pushforward distribution to match clean speech using a drifting field, outperforming multi-step diffusion on VoiceBank-DEMAND.