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phone-level-pronunciation-scoring-on

Pronunciation AssessmentPhone-level pronunciation scoring
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PaperCodePearson correlation coefficient (PCC)ModelNameReleaseDate
ConPCO: Preserving Phoneme Characteristics for Automatic Pronunciation Assessment Leveraging Contrastive Ordinal Regularization0.701HierCB+ConPCO2024-06-05
A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment0.6933MH2023-05-29
Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment✓ Link0.68GOPT-PAII2022-05-06
Fine-Tuning Self-Supervised Learning Models for End-to-End Pronunciation Scoring✓ Link0.68E2E-R2023-09-19
SpeechBlender: Speech Augmentation Framework for Mispronunciation Data Generation0.63SpeechBlender + LSTM2022-11-02
Hierarchical Pronunciation Assessment with Multi-Aspect Attention✓ Link0.62HiPAMA-Librispeech2022-11-15
Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment✓ Link0.61GOPT-Librispeech2022-05-06
speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment✓ Link0.45GOP2021-04-03
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