Number of HMM leaves | Number of Gaussians | Transition Topologies | Acoustic modeling units (%WER) | |||
Basic phone units | Rounded phone units | |||||
32 phones | 36 phones | 41 phones | 44 phones | |||
1000 | 6670 | Standard | 27.37 | 28.53 | 29.01 | 28.34 |
With skip | 28.72 | 27.68 | 27.47 | 26.89 | ||
1200 | 8000 | Standard | 29.11 | 27.27 | 27.56 | 27.85 |
With skip | 27.76 | 26.02 | 25.53 | 27.76 | ||
1400 | 9340 | Standard | 28.53 | 29.01 | 25.73 | 28.43 |
With skip | 28.05 | 27.76 | 26.50 | 26.60 | ||
1600 | 10670 | Standard | 28.92 | 27.56 | 28.34 | 27.47 |
With skip | 27.56 | 28.63 | 27.66 | 27.18 |