In an era where "seeing is believing" is no longer a safety net, the courtroom has become a battlefield of pixels and frequencies. As someone who has spent years examining grainy CCTV footage and muffled voice recordings, I can tell you that digital media is rarely as straightforward as it appears. Audio Video Analysis in Digital Forensics is