Experiments indicate that diversity of attack generation methods improves cross-dataset generalization in speech anti-spoofing more than increasing training data scale.
Cross- domain audio deepfake detection: Dataset and analysis,
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Exploring the Scale and Diversity of Speech Anti-spoofing Datasets: Experiments and Analysis
Experiments indicate that diversity of attack generation methods improves cross-dataset generalization in speech anti-spoofing more than increasing training data scale.