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ASVspoof 2021 is the forth edition in the series of bi-annual challenges which aim to promote the study of spoofing and the design of countermeasures to protect automatic speaker verification systems from manipulation.
“A statistical significance test for person authentication,”
Samy Bengio and Johnny Mariéthoz, · 2004
Earlier work this paper cites.
“Probabilistic linear discriminant analysis for inferences about identity,”
Simon JD Prince and James H Elder, · 2007
Earlier work this paper cites.
“The Kaldi speech recognition toolkit,”
Daniel Povey, Arnab Ghoshal, Gilles Boulianne, Lukas Burget, Ondrej Glembek, Nagendra Goel, Mirko Hannemann, Petr Motlicek, Yanmin Qian, Petr Schwarz, et al., · 2011
Earlier work this paper cites.
“ASVspoof: the automatic speaker verification spoofing and countermeasures challenge,”
Zhizheng Wu, Junichi Yamagishi, Tomi Kinnunen, Cemal Hanilçi, Mohammed Sahidullah, Aleksandr Sizov, Nicholas Evans, Massimiliano Todisco, and Hector Delgado, · 2017
Earlier work this paper cites.
“The ASVspoof 2017 challenge: Assessing the limits of replay spoofing attack detection,”
Tomi Kinnunen, Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Nicholas Evans, Junichi Yamagishi, and Kong-Aik Lee, · 2017
Earlier work this paper cites.
“Voxceleb: a large-scale speaker identification dataset,”
Arsha Nagrani, Joon Son Chung, and Andrew Zisserman, · 2017
Earlier work this paper cites.
“Constant Q cepstral coefficients: A spoofing countermeasure for automatic speaker verification,”
Massimiliano Todisco, Héctor Delgado, and Nicholas Evans, · 2017
Earlier work this paper cites.
“Asvspoof 2017 version 2.0: meta-data analysis and baseline enhancements,”
Héctor Delgado, Massimiliano Todisco, Md Sahidullah, Nicholas Evans, Tomi Kinnunen, Kong Aik Lee, and Junichi Yamagishi, · 2018
Earlier work this paper cites.
“t-DCF: a detection cost function for the tandem assessment of spoofing countermeasures and automatic speaker verification,”
Tomi Kinnunen, Kong-Aik Lee, Héctor Delgado, Nicholas Evans, Massimiliano Todisco, Md. Sahidullah, Junichi Yamagishi, and Douglas A. Reynolds, · 2018
Earlier work this paper cites.
“X-vectors: Robust DNN embeddings for speaker recognition,”
David Snyder, Daniel Garcia-Romero, Gregory Sell, Daniel Povey, and Sanjeev Khudanpur, · 2018
Cited alongside, same era.
“Voxceleb2: Deep speaker recognition,”
Joon Son Chung, Arsha Nagrani, and Andrew Zisserman, · 2018
Cited alongside, same era.
“ASVspoof 2019: future horizons in spoofed and fake audio detection,”
Massimiliano Todisco, Xin Wang, Ville Vestman, Md. Sahidullah, Héctor Delgado, Andreas Nautsch, Junichi Yamagishi, Nicholas Evans, Tomi H Kinnunen, and Kong Aik Lee, · 2019
Cited alongside, same era.
“On Robustness of Unsupervised Domain Adaptation for Speaker Recognition,”
Pierre-Michel Bousquet and Mickael Rouvier, · 2019
Cited alongside, same era.
“STC Antispoofing Systems for the ASVspoof2019 Challenge,”
Galina Lavrentyeva, Sergey Novoselov, Andzhukaev Tseren, Marina Volkova, Artem Gorlanov, and Alexandr Kozlov, · 2019
Cited alongside, same era.
“Tandem assessment of spoofing countermeasures and automatic speaker verification: Fundamentals,”
“Asvspoof 2019: Spoofing countermeasures for the detection of synthesized, converted and replayed speech,”
Andreas Nautsch, Xin Wang, Nicholas Evans, Tomi H. Kinnunen, Ville Vestman, Massimiliano Todisco, Héctor Delgado, Md Sahidullah, Junichi Yamagishi, and Kong Aik Lee, · 2021
Closest in time.
“ASVspoof 2021: Automatic speaker verification spoofing and countermeasures challenge,”
Héctor Delgado, Nicholas Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Jose Patino, Md Sahidullah, Massimiliano Todisco, Xin Wang, and Junichi Yamagishi, · 2021
Closest in time.
“Out of a hundred trials, how many errors does your speaker verifier make?,” 2021
Niko Brümmer, Luciana Ferrer, and Albert Swart, · 2021
Closest in time.
“Asvtorch toolkit: Speaker verification with deep neural networks,”
Kong Aik Lee, Ville Vestman, and Tomi Kinnunen, · 2021
Closest in time.
“A comparative study on recent neural spoofing countermeasures for synthetic speech detection,”
Xin Wang and Junichi Yamagishi, · 2021
Closest in time.
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Tomi Kinnunen, Héctor Delgado, Nicholas Evans, Kong Aik Lee, Ville Vestman, Andreas Nautsch, Massimiliano Todisco, Xin Wang, Md. Sahidullah, Junichi Yamagishi, and Douglas A. Reynolds, · 2020
Cited alongside, same era.
“ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech,”
Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Héctor Delgado, Andreas Nautsch, Nicholas Evans, Md Sahidullah, Ville Vestman, Tomi Kinnunen, Kong Aik Lee, Lauri Juvela, Paavo Alku, Yu-Huai Peng, Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Sébastien Le Maguer, Markus Becker, Fergus Henderson, Rob Clark, Yu Zhang, Quan Wang, Ye Jia, Kai Onuma, Koji Mushika, Takashi Kaneda, Yuan Jiang, Li-Juan Liu, Yi-Chiao Wu, Wen-Chin Huang, Tomoki Toda, Kou Tanaka, Hirokazu Kameoka, Ingmar Steiner, Driss Matrouf, Jean-François Bonastre, Avashna Govender, Srikanth Ronanki, Jing-Xuan Zhang, and Zhen-Hua Ling, · 2020
Cited alongside, same era.
“Improved RawNet with Feature Map Scaling for Text-Independent Speaker Verification Using Raw Waveforms,”
Jee weon Jung, Seung bin Kim, Hye jin Shim, Ju ho Kim, and Ha-Jin Yu, · 2020
Cited alongside, same era.
“End-to-end anti-spoofing with rawnet2,”
Hemlata Tak, Jose Patino, Massimiliano Todisco, Andreas Nautsch, Nicholas Evans, and Anthony Larcher, · 2021
Closest in time.
“ASVspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge,”
Zhizheng Wu, Tomi Kinnunen, Nicholas Evans, Junichi Yamagishi, Cemal Hanilçi, Md. Sahidullah, and Aleksandr Sizov, · 2041
Closest in time.
“A comparison of features for synthetic speech detection,”
Md. Sahidullah, T. Kinnunen, and C. Hanilçi, · 2091
Closest in time.