Table 8 Experiment result with random initialization and AHC initialization
From: Latent class model with application to speaker diarization
| Â | SE[%] | DER[%] | ||||
|---|---|---|---|---|---|---|
VB | random | hard prior | soft prior | random | hard prior | soft prior |
TL 7 | 36.9 | 1.7 | 1.9 | 40.1 | 4.9 | 5.2 |
TL 8 | 24.1 | 6.1 | 1.3 | 28.7 | 10.8 | 6.1 |
TL 9 | 30.6 | 6.6 | 1.1 | 32.4 | 8.4 | 2.9 |
LCM-Ivec-PLDA | random | hard prior | soft prior | random | hard prior | soft prior |
TL 7 | 38.8 | 8.5 | 0.6 | 42.0 | 10.5 | 2.6 |
TL 8 | 32.2 | 2.3 | 0.8 | 36.9 | 7.1 | 5.5 |
TL 9 | 44.7 | 6.2 | 1.1 | 46.5 | 8.0 | 2.9 |