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SOTA
音素级别发音评分
Phone Level Pronunciation Scoring On
Phone Level Pronunciation Scoring On
评估指标
Pearson correlation coefficient (PCC)
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Pearson correlation coefficient (PCC)
Paper Title
Repository
3MH
0.693
A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment
-
GOPT-PAII
0.68
Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment
E2E-R
0.68
Fine-Tuning Self-Supervised Learning Models for End-to-End Pronunciation Scoring
-
SpeechBlender + LSTM
0.63
SpeechBlender: Speech Augmentation Framework for Mispronunciation Data Generation
-
HiPAMA-Librispeech
0.62
Hierarchical Pronunciation Assessment with Multi-Aspect Attention
GOPT-Librispeech
0.61
Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment
GOP
0.45
speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment
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Phone Level Pronunciation Scoring On | SOTA | HyperAI超神经