ASVspoof 5: Advancing Realistic Speech Deepfake Detection

This lecture explores ASVspoof 5, an advanced initiative addressing speech security challenges. It examines issues with past datasets, emphasizing realism through MLS and diverse databases. Key focus areas include various attack types, simulation of real-world conditions, and surrogate model applications. Practical challenges such as legacy 'cut-paste' attacks, modern TTS and VC threats, and adversarial attack complexities will be highlighted. Concluding with the importance of robust...