AVForensics: Audio-driven Deepfake Video Detection with Masking Strategy in Self-supervision.
Yizhe ZhuJialin GaoXi ZhouPublished in: ICMR (2023)
Keyphrases
- soccer video
- multimedia
- audio video
- multimedia processing
- video scene
- video sequences
- video content analysis
- digital video
- video recordings
- activity detection
- video analysis
- event detection
- video data
- face detection and tracking
- multimedia information
- video files
- scene change detection
- space time
- false positives
- closed captions
- video frames
- video streams
- video indexing
- shot boundary detection
- audio signals
- broadcast news
- detection method
- digital audio
- person detection
- visual data
- video clips
- signal processing
- video retrieval
- audio files
- video material
- video copy detection
- audio stream
- shot detection
- detection algorithm
- video annotation
- multimedia data
- video content
- content based video retrieval
- multi modal
- video signals
- image quality
- audio visual
- detection rate
- active learning
- long video
- mouth region
- real time