2025
kNN For Whisper And Its Effect On Bias And Speaker Adaptation
NAACL 2025findings
Speech recognition performance varies by language, domain, and speaker characteristics such as accent, but fine-tuning a model on any of these categories may lead to catastrophic forgetting. Token-level k nearest neighbor search (kNN), first proposed for neural sequence decoders for natural language…