Auricle
multimodal cardiovascular set: ECG, finger + ear PPG, SCG, in-ear audio, PCG, CNAP + arm cuff (70 subj incl. 28 heart failure, 1 kHz)
Key facts
- Signals
- ppg, ecg, accel, audio, abp, resp
- Reference Labels
- abp, cuff-bp, cardiac-output, stroke-volume, svr, lvef, nyha-class
- Devices
- BIOPAC MP160 data acquisition system, Thinklabs One digital stethoscope, Sony WF-1000XM3 earbuds (modified for in-ear cardiac audio)
- Sampling Rates
- acquired at 10 kHz (BIOPAC MP160); all continuous signals released at 1 kHz
- Subjects
- 70
- License
- ODC-By 1.0
Summary
Benchmark built to compare wearable cardiovascular monitors on one common, high-rate dataset. All sensors run on one BIOPAC MP160 at 10 kHz, then downsampled to 1 kHz. Stressors change hemodynamics: breath-hold ×4, light exercise ×2, cold pressor ×1 (healthy only), Valsalva ×4, in a Latin-square order.
Updated: Oct 13, 2026