Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and LLMs

Yu-Wen Chen, Melody Ma, Julia Hirschberg

Automatic pronunciation assessment is typically performed by acoustic models trained on audio-score pairs. Although effective, these systems provide only numerical scores, without…