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Skill v1.0.0

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elumenotion/guideants/audiocpp-asr
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PublishedOctober 23, 2026 at 08:49 PM
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version: "1.0.0" name: audiocpp-asr-extended description: "Transcription beyond the GuideAnts wrapper contract: language hints and workspace files via the GPU host raw audiocpp gateway (/asr + /files) from a PC sandbox. Use when a transcription needs a language hint or the built-in ASR tool is too narrow." metadata: guideants: enabled: true display_order: 33 requires_toolsets: [sandbox]

audio.cpp extended ASR (experimental)

Paths — fixed layout, do not probe or re-derive. The sandbox CWD is the notebook's output directory. This skill's scripts live under Skills/audiocpp-asr/scripts/ relative to it. Write deliverables with bare filenames; never prefix with Output/.

Product ASR is multipart upload with no language control. This skill stages the file (/files) then calls raw /asr/v1/audio/transcriptions on the GPU host.

Environment (required for PC → the GPU host)

text
AUDIOCPP_SKILL_BASE_URL=http://<gpu-host-lan-ip>:8112/audiocpp-skill
AUDIOCPP_SKILL_TOKEN=<same as the GPU host GA_AUDIOCPP_SKILL_TOKEN>

An ASR model must already be loaded on the GPU host (GuideAnts Settings → Local models / API lifecycle).

Preflight

bash
python3 Skills/audiocpp-asr-extended/scripts/preflight.py --for asr-extended

Trust its verdict. With the gateway env set, it checks GPU host ASR via the gateway (not sandbox loopback).

Transcribe

bash
python3 Skills/audiocpp-asr-extended/scripts/engine_tool.py transcribe \
  uploads/clip.wav [--language de]

The script stages the file on the GPU host and returns JSON text. Engine model id is always qwen3-asr. Prefer WAV; other formats may need ffmpeg conversion first.

Sideload (advanced)

Fetching a non-catalog qwen3-family snapshot downloads onto the GPU host under /models-local/skill/asr/…. Loading it into the product ASR wrapper still requires GPU host-side /asr/admin/load (and replaces the user’s loaded model) — ask before doing that; prefer Settings / API lifecycle for durable loads.

bash
python3 Skills/audiocpp-asr-extended/scripts/fetch_model.py <hf-repo-id> \
  --dest /models-local/asr/<DirName>

Related

Speaker-labeled transcripts: audiocpp-diarize.

Reporting

End by telling the user what worked and what was blocked, quoting preflight evidence.

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