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cardiomamba-net
Shanmuk4622/cardiomamba-net
cardiomamba-net 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.
Access
Public
Updated Sep 2, 2026
Repo size
9.3 GB
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Repo makeup
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.pt1.9 GB · 99%
At a glance
- Task
- Audio-to-Audio
- License
- cc-by-4.0
- Access
- Public
- Created
- Sep 1, 2026
- Updated
- Sep 2, 2026
- SHA
- 9319995d
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.
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), 5 levels, 64 base filters, plain MSE, Adam 5e-4.
Updated 2026-09-01 16:42 UTC.
- Task
- Audio-to-Audio
- License
- cc-by-4.0
- Created
- Sep 1, 2026
- Updated
- Sep 2, 2026