Adversarial attack and defense strategies for deep speaker recognition systems
Arindam Jati, Chin-Cheng Hsu, Monisankha Pal, Raghuveer Peri, Wael AbdAlmageed, Shrikanth Narayanan
Topics & Concepts
Adversarial systemComputer scienceRobustness (evolution)Speaker recognitionDeep neural networksAdversaryArtificial intelligenceSpeech recognitionForcing (mathematics)Set (abstract data type)PerplexitySpeaker verificationDomain (mathematical analysis)Gradient descentArtificial neural networkDeep learningThreat modelRealmMachine learningExploitSpeaker diarisationAdversarial Robustness in Machine LearningSpeech Recognition and SynthesisMachine Learning and Data Classification