Research Article
Data-Driven Decision-Support System for Speaker Identification Using E-Vector System
Table 3
Single-utterance experiment identification accuracy comparison.
| Model | Feature | T1 | T2 | T3 | T4 | L1 | L2 | L3 | L4 |
| GMM | MFCC | 1.000 | 0.990 | 1.000 | 0.995 | 1.000 | 0.950 | 0.970 | 0.975 | HDCC | 0.940 | 0.920 | 0.926 | 0.924 | 1.000 | 1.000 | 0.970 | 0.950 | E-vector | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| HMM | MFCC | 0.930 | 0.866 | 0.874 | 0.860 | 1.000 | 0.900 | 0.930 | 0.950 | HDCC | 0.833 | 0.830 | 0.776 | 0.760 | 1.000 | 0.950 | 0.930 | 0.925 | E-vector | 0.940 | 0.870 | 0.780 | 0.860 | 1.000 | 0.950 | 0.930 | 0.950 |
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