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compressionKIT
Models & experiments
HELIA

Model zoo

Browse codec configurations by signal, inspect the recorded evaluation results, and follow the linked experiment to reproduce a candidate.

SignalInput framesRVQ configurationsResults
PPG320 samples at 64 Hz (5 seconds)2×, 4×, 8×, 16×, 32×PPG models
ECG512 samples at 256 Hz (2 seconds)2×, 4×, 8×, 16×, 32×, 64×ECG models

The experiment registry also includes SPIHT, hybrid, and paired entropy-prior configurations. A registered configuration or Hugging Face target is not proof that a bundle has been published. Use each experiment’s package link to inspect the available files, or build a local deploy package.

  • Start with the summary: Customer evidence shows recorded quality and package sizes across compression ratios.
  • Inspect the signal: the PPG and ECG pages contain reconstruction metrics, noise comparisons, and architecture details.
  • Read detailed measurements: PPG compression vs fidelity and ECG compression vs fidelity separate aggregate results from noise buckets.
  • Reproduce a configuration: Experiments links to source configs and dataset requirements.

Compare results only when their dataset, reference signal, frame selection, and metric definitions match. The model-page validation results and the noise-aware scorecard results come from different evaluation views.

The Hugging Face guide shows how to load a remote bundle or a local directory. The deployment guide covers package validation and encoder/decoder integration.

A deploy package describes the codec and includes the files needed to run it. See the artifact contract for manifests, checksums, reference vectors, and scorecard requirements.