preprintSep 13, 2019GREEN OA

ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection

EURECOM · National Institute of Informatics · +3 more institutions

Indexed inarxivcrossref

Abstract

ASVspoof, now in its third edition, is a series of community-led challenges\nwhich promote the development of countermeasures to protect automatic speaker\nverification (ASV) from the threat of spoofing. Advances in the 2019 edition\ninclude: (i) a consideration of both logical access (LA) and physical access\n(PA) scenarios and the three major forms of spoofing attack, namely synthetic,\nconverted and replayed speech; (ii) spoofing attacks generated with\nstate-of-the-art neural acoustic and waveform models; (iii) an improved,\ncontrolled simulation of replay attacks; (iv) use of the tandem detection cost\nfunction (t-DCF) that reflects the impact of both spoofing and countermeasures\nupon ASV reliability.…

Citation impact

613
total citations
FWCI
38.45
Percentile
100%
References
26
Citations per year

Authors

10

Topics & keywords

Keywords
  • Spoofing attack
  • Computer science
  • Reliability (semiconductor)
  • Computer security
  • Speech recognition
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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