Phone Level Pronunciation Scoring On
평가 지표
Pearson correlation coefficient (PCC)
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | Pearson correlation coefficient (PCC) | Paper Title | Repository |
|---|---|---|---|
| GOPT-Librispeech | 0.61 | Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment | |
| SpeechBlender + LSTM | 0.63 | SpeechBlender: Speech Augmentation Framework for Mispronunciation Data Generation | - |
| HiPAMA-Librispeech | 0.62 | Hierarchical Pronunciation Assessment with Multi-Aspect Attention | |
| GOPT-PAII | 0.68 | Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment | |
| 3MH | 0.693 | A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment | - |
| E2E-R | 0.68 | Fine-Tuning Self-Supervised Learning Models for End-to-End Pronunciation Scoring | |
| GOP | 0.45 | speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment |
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