ASVspoof: The Automatic Speaker Verification Spoofing and Countermeasures Challenge
Résumé
Concerns regarding the vulnerability of automatic
speaker verification (ASV) technology against spoofing can undermine confidence in its reliability and form a barrier to
exploitation. The absence of competitive evaluations and the
lack of common datasets has hampered progress in developing
effective spoofing countermeasures. This paper describes the ASV
Spoofing and Countermeasures (ASVspoof) initiative, which aims
to fill this void. Through the provision of a common dataset,
protocols, and metrics, ASVspoof promotes a sound research
methodology and fosters technological progress. This paper also
describes the ASVspoof 2015 dataset, evaluation, and results with
detailed analyses. A review of post-evaluation studies conducted
using the same dataset illustrates the rapid progress stemming
from ASVspoof and outlines the need for further investigation.
Priority future research directions are presented in the scope of
the next ASVspoof evaluation planned for 2017.
Domaines
Informatique [cs]Origine | Fichiers produits par l'(les) auteur(s) |
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