digital-health-clinical-asr-build

What problem does it solve?

This skill enables clinical teams to assemble term pools, annotate IPA pronunciations, and produce ready-to-score ASR evaluation manifests and audio assets, accelerating reproducible benchmarking of clinical ASR.

Core Features & Use Cases

• Term curation and IPA annotation using a two-tier IPA pipeline (override, Merriam-Webster, Magpie G2P).
• NeMo manifest generation with clinical extension fields (term, entity_category, ipa_source, voice_id, noise_level, context_type) and audio assets.
• Cycle-based workflow with append-only seeds and IPA overrides, plus evaluation-ready audio for Stage 3.

Quick Start

Create a term_seed.csv with 4–10 terms, run the IPA pipeline, and generate a NeMo manifest with evaluation audio.