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Fact-checkers recommend looking for audio-visual cues to detect deepfakes
tools scan for technical fingerprints left by synthesis: visual artifacts (pixel and spectral anomalies), temporal and audio-visual mismatches, and statistical irregularities in audio frequency repres...
Fact‑checkers treat as investigations, not verdicts: they combine technical analysis of metadata and waveforms, contextual checks against known sources and archives, and human reporting—contacting aut...
Viral audio must survive a battery of independent forensic checks before it can be deemed authentic: secure the original media and chain of custody, perform file‑structure and metadata analysis, run d...