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20232025
most citedConPCO: Preserving Phoneme Characteristics for Automatic Pronunciation Assessment Leveraging Contrastive Ordinal Regularization

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cs.CL2025

Multi-task Pretraining for Enhancing Interpretable L2 Pronunciation Assessment

Jiun-Ting Li, Bi-Cheng Yan, Yi-Cheng Wang +1

Automatic pronunciation assessment (APA) analyzes second-language (L2) learners' speech by providing fine-grained pronunciation feedback at various linguistic levels. Most existing…