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News/Towards Personalized Federated Learning for Dysarthric Speech Recognition
arxiv
PublishedJune 12, 2026 at 4:00 AM

Towards Personalized Federated Learning for Dysarthric Speech Recognition

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arXiv:2606.13253v1 Announce Type: cross Abstract: Speech recognition is challenging for dysarthric speakers. While federated learning (FL)-based ASR can be an effective tool for protecting privacy, it suffers from heterogeneity issues caused by speaker variability. Forcing all speakers to share the

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