Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment

Benchmark Model Rank Results
phone-level-pronunciation-scoring-on-speechoceanGOPT-PAII#1Pearson correlation coefficient (PCC): 0.68
phone-level-pronunciation-scoring-on-speechoceanGOPT-Librispeech#4Pearson correlation coefficient (PCC): 0.61
word-level-pronunciation-scoring-on-speechoceanGOPT-PAII#1Pearson correlation coefficient (PCC): 0.60
word-level-pronunciation-scoring-on-speechoceanGOPT-Librispeech#3Pearson correlation coefficient (PCC): 0.55
utterance-level-pronounciation-scoring-on-speechoceanGOPT-Librispeech#2Pearson correlation coefficient (PCC): 0.74
utterance-level-pronounciation-scoring-on-speechoceanGOPT-PAII#3Pearson correlation coefficient (PCC): 0.73