Individual skill
audio-voice-recovery
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.
skills/.experimental/audio-voice-recovery/SKILL.md
Source commit cf93c57cac89d6fc3e4194686000411567f5caf3
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 5, 2026
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Repository context
- Repository stars (not skill ratings)
- 221
- Repository last updated
- Aug 15, 2026
- License
- MIT
Observed agent integration: codex
- security Derived category
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AGENTS.mddoc · 256,034 bytesSKILL.mdcore · 13,209 bytesSKILL.mdcore · 13,209 bytesSKILL.mdcore · 13,209 bytesSKILL.mdcore · 13,209 bytesassets/templates/_template.mddoc · 1,080 bytesmetadata.jsonasset · 1,438 bytesreferences/_sections.mddoc · 2,170 bytesreferences/forensic-chain-custody.mddoc · 8,307 bytesreferences/forensic-enf-analysis.mddoc · 8,105 bytesreferences/forensic-metadata.mddoc · 8,861 bytesreferences/forensic-speaker-id.mddoc · 8,059 bytesreferences/forensic-tampering.mddoc · 10,260 bytesreferences/noise-adaptive-estimation.mddoc · 3,913 bytesreferences/noise-avoid-overprocessing.mddoc · 4,705 bytesreferences/noise-identify-type.mddoc · 4,099 bytesreferences/noise-profile-silence.mddoc · 3,354 bytesreferences/noise-snr-assessment.mddoc · 4,477 bytesreferences/signal-analyze-first.mddoc · 3,951 bytesreferences/signal-bit-depth.mddoc · 2,253 bytesreferences/signal-lossless-format.mddoc · 1,683 bytesreferences/signal-preserve-original.mddoc · 1,401 bytesreferences/signal-sample-rate.mddoc · 1,952 bytesreferences/spectral-band-limiting.mddoc · 4,412 bytesreferences/spectral-declip.mddoc · 5,590 bytesreferences/spectral-equalization.mddoc · 4,911 bytesreferences/spectral-notch-filter.mddoc · 4,103 bytesreferences/spectral-subtraction.mddoc · 3,784 bytesreferences/spectral-wiener-filter.mddoc · 4,585 bytesreferences/temporal-dynamic-range.mddoc · 6,513 bytesreferences/temporal-noise-gate.mddoc · 6,019 bytesreferences/temporal-silence-trim.mddoc · 5,896 bytesreferences/temporal-time-stretch.mddoc · 5,357 bytesreferences/temporal-transient-repair.mddoc · 6,320 bytesreferences/tool-audacity-workflow.mddoc · 5,089 bytesreferences/tool-batch-automation.mddoc · 7,911 bytesreferences/tool-ffmpeg-essentials.mddoc · 5,125 bytesreferences/tool-install-guide.mddoc · 6,430 bytesreferences/tool-python-pipeline.mddoc · 8,702 bytesreferences/tool-quality-assessment.mddoc · 7,993 bytesreferences/tool-sox-commands.mddoc · 4,872 bytesreferences/transcribe-confidence.mddoc · 6,869 bytesreferences/transcribe-hallucination.mddoc · 7,290 bytesreferences/transcribe-multipass.mddoc · 6,868 bytesreferences/transcribe-segment.mddoc · 7,878 bytesreferences/transcribe-whisper.mddoc · 6,027 bytesreferences/voice-dereverb.mddoc · 5,483 bytesreferences/voice-dialogue-isolate.mddoc · 4,912 bytesreferences/voice-enhance-speech.mddoc · 5,586 bytesreferences/voice-formant-preserve.mddoc · 5,513 bytesreferences/voice-frequency-boost.mddoc · 6,098 bytesreferences/voice-rnnoise.mddoc · 4,448 bytesreferences/voice-vad-segment.mddoc · 5,981 bytesscripts/compare_audio.pyruns · 3,769 bytesscripts/plan_from_preflight.pyruns · 4,259 bytesscripts/preflight_audio.pyruns · 1,848 bytesscripts/preflight_lib.pyruns · 12,096 bytes
Read excerpt
# 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