Balancing diverse bonafide resources and AI generators in training data is the key to building general deepfake speech detection models.
Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders,
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A General Model for Deepfake Speech Detection: Diverse Bonafide Resources or Diverse AI-Based Generators
Balancing diverse bonafide resources and AI generators in training data is the key to building general deepfake speech detection models.