Linlong Lang

Wave-Spectrogram Cross-Modal Aggregation for Audio Deepfake Detection

Realistic deepfake audio has posed significant security risk. To address this threat, current countermeasures attempt to extract forgery traces from either waveform signals or corresponding spectrograms. However, features extracted from single modality are susceptible to non-spoof disturbances and t…