figment / docs /local_parakeet_asr_evidence.md
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Wire Parakeet ASR into ZeroGPU Space
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Local Parakeet ASR evidence

Date: 2026-06-07

This note separates local Parakeet ASR artifact availability from a real local ASR proof. Artifact availability is not proof that the app has used Parakeet audio or that the local/off-grid audio path is ready.

Artifact status

  • Model repo: nvidia/parakeet-rnnt-1.1b
  • Revision: a07b19e98a26c1873a3f2622c446a4a1ca6316cb
  • Local snapshot path: /Users/drake.thomsen/.cache/huggingface/hub/models--nvidia--parakeet-rnnt-1.1b/snapshots/a07b19e98a26c1873a3f2622c446a4a1ca6316cb
  • Local artifact: parakeet-rnnt-1.1b.nemo
  • Artifact size: 4283105280 bytes
  • Artifact SHA-256: 535896f014953d945b287ac533560e20da8103c6781b152de4645528e2b60738

Evidence helper

Use the helper to capture local ASR evidence:

PYTHON_DOTENV_DISABLED=true \
python3 scripts/run_local_asr_evidence.py \
  --audio <source-audio.wav> \
  --transcribe-audio \
  --provider-note "<device/runtime command>"

If a provider payload was captured by a separate local runtime, pass it directly:

PYTHON_DOTENV_DISABLED=true \
python3 scripts/run_local_asr_evidence.py \
  --provider-payload <local-parakeet-provider-output.json> \
  --audio <optional-source-audio.wav> \
  --provider-note "<device/runtime command>"

The helper writes a timestamped evidence directory under traces/local_asr_parakeet_evidence_*:

  • artifact_metadata.json: Parakeet .nemo presence, size, and hash
  • audio_metadata.json: optional source-audio metadata and hash only; raw audio is not copied into the evidence bundle
  • provider_payload.json: provider output generated by --transcribe-audio, when that path is used
  • provider_payload_metadata.json: provider output file hash
  • audio_draft.json: Figment draft generated from the provider payload under AUDIO_BACKEND=parakeet_nemo and ALLOW_LOCAL_ASR=true
  • draft_checks.json: evidence-gated checks for Parakeet provenance, confirmation status, and raw-audio handling
  • asr_evidence_manifest.json: compact manifest with artifact status, provider-payload hash, configured route, draft summary, raw-audio handling, and proof flags
  • summary.json: top-level proof flags

Exit codes are evidence-gated:

  • 0: provider payload passed all local ASR draft checks
  • 2: artifact exists but provider payload is missing or not proof
  • 1: artifact missing

Current result

The artifact-only helper run succeeded in finding the Parakeet .nemo file but exited 2 because no real local ASR provider payload was supplied:

status=artifact_present_provider_payload_required
counts_as_local_asr_artifact=true
counts_as_local_asr_proof=false
raw_audio_stored=false
asr_evidence_manifest_path=/tmp/figment-local-asr-artifact-only-manifest-check/asr_evidence_manifest.json

This means artifact presence alone remains insufficient. The app now has a Parakeet ASR adapter path; the proof upgrades only after a real audio run produces a provider payload and the helper records counts_as_local_asr_proof=true.