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An Effective Deep Learning Based English Mispronunciation Detection and Diagnosis Framework

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Figshare2025-09-23 更新2026-04-28 收录
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https://figshare.com/articles/dataset/_b_An_Effective_Deep_Learning_Based_English_Mispronunciation_Detection_and_Diagnosis_Framework_b_/30186049
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Hyperparameter tuning using the Sparrow Search Algorithm (SSA) is done to improve the classifier's detection performance. We employ the publicly available TIMIT, SpeechOcean762, and L2-ARCTIC datasets for testing and training purposes and compare the performance of our proposed method to some of the top end-to-end models.
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2025-09-23
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