2025
ValSub: Subsampling Validation Data to Mitigate Forgetting during ASR Personalization
ICASSP 2025accepted
Automatic Speech Recognition (ASR) is widely used within consumer devices such as mobile phones. Recently, personalization or on-device model fine-tuning has shown that adaptation of ASR models towards target user speech improves their performance over rare words or accented speech. Despite these ga…