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.
Parameter-Efficient Conformers via Sharing Sparsely-Gated Experts for End-to-End Speech Recognition,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SD 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.