| Paper | Code | Pearson correlation coefficient (PCC) | ModelName | ReleaseDate |
|---|---|---|---|---|
| A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment | 0.694 | 3MH | 2023-05-29 | |
| ConPCO: Preserving Phoneme Characteristics for Automatic Pronunciation Assessment Leveraging Contrastive Ordinal Regularization | 0.682 | HierCB+ConPCO | 2024-06-05 | |
| Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment | ✓ Link | 0.60 | GOPT-PAII | 2022-05-06 |
| Hierarchical Pronunciation Assessment with Multi-Aspect Attention | ✓ Link | 0.59 | HiPAMA-Librispeech | 2022-11-15 |
| Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment | ✓ Link | 0.55 | GOPT-Librispeech | 2022-05-06 |