ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection
EURECOM · National Institute of Informatics · +3 more institutions
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
- FWCI
- 38.45
- Percentile
- 100%
- References
- 26
Authors
10Topics & keywords
- Spoofing attack
- Computer science
- Reliability (semiconductor)
- Computer security
- Speech recognition
- Peace, Justice and strong institutions
Funding
- NNvidia
- IYItä-Suomen Yliopisto
- ANAgence Nationale de la Recherche
- MOMinistry of Education, Culture, Sports, Science and TechnologyAwards: 18H04112, 17H04687, 16H06302, 18H04120, 18KT0051, CREST, 16K16096
- CSChina Scholarship Council
- JSJapan Society for the Promotion of ScienceAwards: 16K16096, JPMJCR18A6, 18H04120, 18H04112, CREST, 16H06302, 17H04687, 18KT0051
- CRCore Research for Evolutional Science and TechnologyAward: JPMJCR18A6