Name
Title | ||
|---|---|---|
Voice Biometrics Security: Extrapolating False Alarm Rate via Hierarchical Bayesian Modeling of Speaker Verification Scores |
Abstract | ||
|---|---|---|
•Security evaluation of automatic speaker verification for arbitrarily large population.•Bayesian generative model of non-target scores.•From random-impostor evaluation to worst-case impostor false alarm rate.•Analysis of i-vector and x-vector systems up to 100,000 simulated impostors. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.csl.2019.101024 | Computer Speech & Language |
Keywords | Field | DocType |
Speaker verification,Population size,Security,False alarm rate,Random impostor,Closest impostor,Bayesian score modeling,VoxCeleb | Speaker verification,False alarm,Bayesian inference,Computer science,Speech recognition,Speaker recognition,NIST,Constant false alarm rate,Arbitrarily large,Generative model | Journal |
Volume | ISSN | Citations |
60 | 0885-2308 | 0 |
PageRank | References | Authors |
0.34 | 0 | 4 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Alexey Sholokhov | 1 | 0 | 0.34 |
| Tomi Kinnunen | 2 | 1323 | 86.67 |
| Ville Vestman | 3 | 29 | 6.42 |
| Kong-Aik Lee | 4 | 709 | 60.64 |