Table 5 Performance of LCM system with or without neighbor windows
From: Latent class model with application to speaker diarization
DER[%] | LCM-Ivec-PLDA | LCM-Ivec-SVM | ||||
|---|---|---|---|---|---|---|
neighbor window | No | Data | Data+score | No | Data | Data+score |
EDI_20071128-1000 | 10.67 | 10.66 | 9.89 | 10.72 | 10.64 | 9.91 |
EDI_20071128-1500 | 45.14 | 20.93 | 19.68 | 43.02 | 20.77 | 19.87 |
IDI_20090128-1600 | 11.38 | 7.04 | 7.02 | 8.06 | 7.61 | 7.14 |
IDI_20090129-1000 | 34.00 | 32.11 | 31.99 | 33.19 | 32.24 | 32.37 |
NIST_20080201-1405 | 49.17 | 49.17 | 44.67 | 44.43 | 43.82 | 43.05 |
NIST_20080227-1501 | 58.49 | 47.11 | 24.76 | 27.01 | 26.18 | 25.66 |
NIST_20080307-0955 | 24.91 | 23.52 | 22.86 | 21.85 | 20.44 | 16.44 |