# AV-FABLE: Audio-Visual Manipulation Forensics in Long-Form Videos

> Source: <https://aiflash.com/news/140336/>
> Published: 2026-10-27 10:00:08+00:00

Localized AI manipulations in long-form videos often affect brief events within otherwise authentic content, making video-level classification insufficient for forensic analysis. Existing audio-visual deepfake benchmarks largely focus on short talking-head clips, while long-form temporal forensics r