A knowledge distillation framework adapts a compact target speaker extraction model to a specific talker group, improving over generic models using only unlabeled mixtures.
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation,
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TGIF: Talker Group-Informed Familiarization of Target Speaker Extraction
A knowledge distillation framework adapts a compact target speaker extraction model to a specific talker group, improving over generic models using only unlabeled mixtures.