Forensic speaker recognition and profiling
Deepfake detection
Voice Spoofing detection (i.e. Replay/Mimicry/Synthesis/Voice Conversion attacks detection)
Adversarial attacks in audio and its countermeasures
Acoustic scene analysis and reconstruction
Gunshot, explosion, and critical event detection
Speech signal analysis in forensic linguistics
Audio enhancement for forensic recordings
Multimodal forensic analysis: audio-video-text fusion
Signal Source Detection for crime investigation
Device/source attribution using signal artifacts
Legal and ethical frameworks for forensic AI