Table 5 Results of the style modification process in cases of evaluation done using the trained CNN-RNN ASR model
From: Accent modification for speech recognition of non-native speakers using neural style transfer
| Â | WM | A | ST |
|---|---|---|---|
CER | 46.3% | 36.1% | 31.7% |
RICER | – | 22% | 32% |
WER | 56.8% | 43.2% | 34.9% |
MSS | − 0.94 | 1.43 | 1.97 |
CER (100-sentences) | 42.1% | 33.2% | 28.3% |
RICER (100-sentences) | – | 21% | 24.7% |
WER (100-sentences) | 51.8% | 39.1% | 32.3% |
MSS (100-sentences) | − 0.85 | 1.56 | 2.09 |