cardiomamba-baselines-v2

Shanmuk4622/cardiomamba-baselines-v2

cardiomamba-baselines-v2 is a audio-to-audio model from Shanmuk4622. Use it for the audio-to-audio task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.

Radar-to-ECG reconstruction on the CR-RVS dataset. Produced by 03baselines.ipynb and 04cardiomambatrain.ipynb. Corpus: Shanmuk4622/cr-rvs-radar-ecg-processed-v2.

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Updated Sep 3, 2026

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13.5 GB

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.pt12.7 GB · 98%

At a glance

Task: Audio-to-Audio
License: cc-by-4.0
Access: Public
Created: Sep 2, 2026
Updated: Sep 3, 2026
SHA: 84bf3e79

Model card

From the Hugging Face model README

CardioMamba-Net — checkpoints and results

Radar-to-ECG reconstruction on the CR-RVS dataset. Produced by 03_baselines.ipynb and 04_cardiomamba_train.ipynb. Corpus: Shanmuk4622/cr-rvs-radar-ecg-processed-v2.

Layout

runs/<experiment>__<model>__f<fold>/
    best.pt                  weights at the best validation epoch
    state.pt                 full resumable state (model, optimiser, scheduler, scaler, RNG)
    summary.json             config + aggregated test metrics
    metrics_windows.parquet  per-window metrics on held-out subjects
    metrics_subjects.parquet per-subject HR / HRV / peak-detection scores
    preds_sample.npz         200 held-out reconstructions for qualitative figures
results/                     cross-run tables, including ours vs. the published numbers
figures/                     comparison and training-curve figures

Protocol

128 Hz, 1024-sample (8 s) windows. Splits by subject; test windows do not overlap. Normalisation statistics are per fold from training windows only. Baselines use the paper's single-channel input (dy), [0,1] ECG target, 5 levels, 64 base filters, plain MSE, Adam 5e-4. Canonical protocol ID: baseline-v3-subjectwise-5fold-dy-mse-target01. Non-canonical/quick summaries are excluded from all aggregate tables and from the reproduction gate.

Updated 2026-09-03 18:06 UTC.

Task: Audio-to-Audio
License: cc-by-4.0
Created: Sep 2, 2026
Updated: Sep 3, 2026