most citedWHAR Datasets: An Open Source Library for Wearable Human Activity Recognition

3 citations · 3 across the 7 of their papers we have counts for

collaborators

11 papers

cs.SD2026

EarResp-ANS : Audio-Based On-Device Respiration Rate Estimation on Earphones with Adaptive Noise Suppression

Michael Küttner, Valeria Zitz, Supraja Ramesh +2

Respiratory rate (RR) is a key vital sign for clinical assessment and mental well-being, yet it is rarely monitored in everyday life due to the lack of unobtrusive sensing technolo…

cs.HC2026

CHOMP: Multimodal Chewing Side Detection with Earphones

Jonas Hummel, Maximilian Burzer, Felix Schlotter +6

Chewing side preference (CSP) has been identified both as a risk factor for temporomandibular disorders (TMD) and behavioral manifestation. Despite TMDs affecting roughly one third…

cs.LG2025

Feasibility of In-Ear Single-Channel ExG for Wearable Sleep Monitoring in Real-World Settings

Philipp Lepold, Jonas Leichtle, Tobias Röddiger +1

Automatic sleep staging typically relies on gold-standard EEG setups, which are accurate but obtrusive and impractical for everyday use outside sleep laboratories. This limits appl…

cs.HC20253 cited

WHAR Datasets: An Open Source Library for Wearable Human Activity Recognition

Maximilian Burzer, Tobias King, Till Riedel +2

The lack of standardization across Wearable Human Activity Recognition (WHAR) datasets limits reproducibility, comparability, and research efficiency. We introduce WHAR datasets, a…

cs.NI2025

HARNode: A Time-Synchronised, Open-Source, Multi-Device, Wearable System for Ad Hoc Field Studies

Philipp Lepold, Tobias Röddiger, Michael Beigl

Human activity recognition (HAR) research often lacks accessible, comprehensive field data. Commercial systems are rarely open source, hard to expand, and limited by issues like no…

cs.SD2025

UltrasonicSpheres: Localized, Multi-Channel Sound Spheres Using Off-the-Shelf Speakers and Earables

Michael Küttner, Valeria Zitz, Kathrin Gerling +2

We present a demo of UltrasonicSpheres, a novel system for location-specific audio delivery using wearable earphones that decode ultrasonic signals into audible sound. Unlike conve…