Olga Manikaeva

Improved Deepfake Classification Based on Feature Space Selection for Ensemble Models

This paper proposes an improved approach to deepfake classification by integrating a multi-level feature representation with a systematic, classifier-specific feature space optimization. The paper represents audio signals through three-level model: tabular spectral features, spectrogram-based images, and temporal seque...