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By nvidia

digital-health-clinical-asr-finetune

nvidia1.9k installs

Tune clinical speech recognition and measure the improvement.

What it does

Fine-tunes a clinical speech-recognition model and compares offline evaluation results to decide whether to keep it or expand the training data.

When to use it

Use when priority-category KER exceeds 0.3 and the manifest contains at least 100 rows, including at least five per priority category.

How to use it

Give it a clinical manifest, its audio, and baseline evaluation results; it produces a fine-tuned model and an offline comparison against the baseline.

What you provide

  • Your files

Uses

Good to know

  • cannot be undone: Brev

Latest review

What you need · 7

Requires a CUDA-capable host with at least 16 GB VRAM; 24 GB is described as comfortable.

Requires the specified NeMo container image for the stock fine-tuning script.


Access · 3

This skill

Brev

Execute

Provisions a billed Brev GPU (irreversible)

Write

Uploads cycle data to Brev

nvcr.io/nvidia/nemo:25.11.01

Execute

Downloads the NeMo container