An on-the-fly router that predicts speaker-specific adapter weights lets a speech foundation model adapt to dysarthric speakers with zero-shot, real-time processing, achieving the lowest reported word error rate on UASpeech.
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On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
An on-the-fly router that predicts speaker-specific adapter weights lets a speech foundation model adapt to dysarthric speakers with zero-shot, real-time processing, achieving the lowest reported word error rate on UASpeech.