2026
MISPRONUNCIATION DETECTION AND DIAGNOSIS WITHOUT MODEL TRAINING: A RETRIEVAL-BASED APPROACH
ICASSP 2026oral
Mispronunciation Detection and Diagnosis (MDD) is crucial for language learning and speech therapy. Unlike conventional methods that require scoring models or training phoneme-level models, we propose a novel training-free framework that leverages retrieval techniques with a pretrained Automatic Spe…