Graduate School and Research Center in Digital Sciences

Integrated spoofing countermeasures and automatic speaker verification: an evaluation on ASVspoof 2015

Sahidullah, Md; Delgado, Héctor; Todisco, Massimiliano; Yu, Hong; Kinnunen, Tomi; Evans, Nicholas; Tan, Zheng-Hua

INTERSPEECH 2016, Annual Conference of the International Speech Communication Association, September 8-12, 2016, San Francisco, USA

It is well known that automatic speaker verification (ASV) systems can be vulnerable to spoofing. The community has responded to the threat by developing dedicated countermeasures aimed at detecting spoofing attacks. Progress in this area has accelerated over recent years, partly as a result of the first standard evaluation, ASVspoof 2015, which focused on spoofing detection in isolation from ASV. This paper investigates the integration of state-of-the-art spoofing countermeasures in combination with ASV. Two general strategies to countermeasure integration are reported: cascaded and parallel. The paper reports the first comparative evaluation of each approach performed with the ASVspoof 2015 corpus. Results indicate that, even in the case of varying spoofing attack algorithms, ASV performance remains robust when protected with a diverse set of integrated countermeasures.

Document Bibtex

Title:Integrated spoofing countermeasures and automatic speaker verification: an evaluation on ASVspoof 2015
Keywords:Automatic speaker recognition, spoofing, countermeasures, presentation attack detection
Type:Conference
Language:English
City:San Francisco
Country:UNITED STATES
Date:
Department:Digital Security
Eurecom ref:4935
Copyright: © ISCA. Personal use of this material is permitted. The definitive version of this paper was published in INTERSPEECH 2016, Annual Conference of the International Speech Communication Association, September 8-12, 2016, San Francisco, USA and is available at :
Bibtex: @inproceedings{EURECOM+4935, year = {2016}, title = {{I}ntegrated spoofing countermeasures and automatic speaker verification: an evaluation on {ASV}spoof 2015}, author = {{S}ahidullah, {M}d and {D}elgado, {H}{\'e}ctor and {T}odisco, {M}assimiliano and {Y}u, {H}ong and {K}innunen, {T}omi and {E}vans, {N}icholas and {T}an, {Z}heng-{H}ua}, booktitle = {{INTERSPEECH} 2016, {A}nnual {C}onference of the {I}nternational {S}peech {C}ommunication {A}ssociation, {S}eptember 8-12, 2016, {S}an {F}rancisco, {USA}}, address = {{S}an {F}rancisco, {UNITED} {STATES}}, month = {09}, url = {http://www.eurecom.fr/publication/4935} }
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