RawNetLite, a lightweight raw-waveform model, reaches near-perfect F1 on FakeOrReal, but the headline out-of-distribution result uses test splits of datasets that were partly included in training.
Deepfake media forensics: Status and future challenges,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SD 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation
RawNetLite, a lightweight raw-waveform model, reaches near-perfect F1 on FakeOrReal, but the headline out-of-distribution result uses test splits of datasets that were partly included in training.