| name | audio-voice-recovery |
| description | Audio forensics and voice recovery guidelines for CSI-level audio analysis. This skill should be used when recovering voice from low-quality or low-volume audio, enhancing degraded recordings, performing forensic audio analysis, or transcribing difficult audio. Triggers on tasks involving audio enhancement, noise reduction, voice isolation, forensic authentication, or audio transcription. |
Forensic Audio Research Audio Voice Recovery Best Practices
Comprehensive audio forensics and voice recovery guide providing CSI-level capabilities for recovering voice from low-quality, low-volume, or damaged audio recordings. Contains 45 rules across 8 categories, prioritized by impact to guide audio enhancement, forensic analysis, and transcription workflows.
When to Apply
Reference these guidelines when:
- Recovering voice from noisy or low-quality recordings
- Enhancing audio for transcription or legal evidence
- Performing forensic audio authentication
- Analyzing recordings for tampering or splices
- Building automated audio processing pipelines
- Transcribing difficult or degraded speech
Rule Categories by Priority
| Priority | Category | Impact | Prefix | Rules |
|---|
| 1 | Signal Preservation & Analysis | CRITICAL | signal- | 5 |
| 2 | Noise Profiling & Estimation | CRITICAL | noise- | 5 |
| 3 | Spectral Processing | HIGH | spectral- | 6 |
| 4 | Voice Isolation & Enhancement |
