The paper proposes detecting mispronunciations by measuring acoustic distance between a learner's speech and a voice-cloned corrected version, but the evaluation lacks a held-out split and baselines.
Improving pronunciation and accent conversion through knowledge distillation and synthetic ground-truth from native tts,
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Pronunciation Deviation Analysis Through Voice Cloning and Acoustic Comparison
The paper proposes detecting mispronunciations by measuring acoustic distance between a learner's speech and a voice-cloned corrected version, but the evaluation lacks a held-out split and baselines.