Table 8.
Bahoura [15] | Lin et al. [27] | Zhang et al. [14] | Yu et al. [13] | This Study | |
---|---|---|---|---|---|
Method | GMM + MFCC | MA + BPNN | Sampling | Correlation | Bilateral filter + SVMs |
entropy | coefficient | ||||
Performance | SE= 0.946 | SE= 1.0 | Not mentioned | SE= 0.83 | SE= 0.887 |
SP= 0.919 | SP= 0.895 | SP= 0.86 | SP= 0.939 | ||
PER=0.932 | PER= 0.946 | PER= 0.844 | PER= 0.912 | ||
Platform | Laptop | Laptop | Laptop and PDA | Laptop and PDA | Standalone |
FPGA system | |||||
Speed | Slow | Slow | Fast | Fast | Very Fast |