Table 7.
Performance of ASR systems when the number of layers in their bidirectional long short-term memory projection (BLSTMP) encoders is different.
Name Number of Layers |
PER % | |||
---|---|---|---|---|
2 | 3 | 4 | 5 | |
CTC | 15.36 | 14.25 | 13.34 | 14.28 |
Attention | 15.25 | 13.79 | 13.06 | 13.87 |
CTC_Attention ( dynamic adjustment) | 13.01 | 11.24 | 10.25 | 11.43 |