Beyond accuracy: a critical review of fairness in machine learning for mobile and wearable computing

S Yfantidou, M Constantinides, D Spathis… - arXiv preprint arXiv …, 2023 - arxiv.org
The field of mobile and wearable computing is undergoing a revolutionary integration of
machine learning. Devices can now diagnose diseases, predict heart irregularities, and …

Remote breathing rate tracking in stationary position using the motion and acoustic sensors of earables

T Ahmed, MM Rahman, E Nemati, MY Ahmed… - Proceedings of the …, 2023 - dl.acm.org
Breathing rate is critical for the user's respiratory health and is hard to track outside the
clinical context, requiring specialized devices. Earables could provide a convenient solution …

EarSE: Bringing Robust Speech Enhancement to COTS Headphones

D Duan, Y Chen, W Xu, T Li - Proceedings of the ACM on Interactive …, 2024 - dl.acm.org
Speech enhancement is regarded as the key to the quality of digital communication and is
gaining increasing attention in the research field of audio processing. In this paper, we …

Artificial intelligence of things: A survey

SI Siam, H Ahn, L Liu, S Alam, H Shen, Z Cao… - ACM Transactions on …, 2024 - dl.acm.org
The integration of the Internet of Things (IoT) and modern Artificial Intelligence (AI) has given
rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In this survey, we …

Apg: Audioplethysmography for cardiac monitoring in hearables

X Fan, D Pearl, R Howard, L Shangguan… - Proceedings of the 29th …, 2023 - dl.acm.org
This paper presents Audioplethysmography (APG), a novel cardiac monitoring modality for
active noise cancellation (ANC) headphones. APG sends a low intensity ultrasound probing …

Exploring the Feasibility of Remote Cardiac Auscultation Using Earphones

T Chen, Y Yang, X Fan, X Guo, J Xiong… - Proceedings of the 30th …, 2024 - dl.acm.org
The elderly over 65 accounts for 80% of COVID deaths in the United States. In response to
the pandemic, the federal, state governments, and commercial insurers are promoting video …

Wireless earbuds for low-cost hearing screening

J Chan, A Glenn, M Itani, LR Mancl… - Proceedings of the 21st …, 2023 - dl.acm.org
We present the first wireless earbud hardware that can perform hearing screening by
detecting otoacoustic emissions. The conventional wisdom has been that detecting …

Development and validation of a smartphone-based deep-learning-enabled system to detect middle-ear conditions in otoscopic images

C Dubois, D Eigen, F Simon, V Couloigner… - npj Digital …, 2024 - nature.com
Middle-ear conditions are common causes of primary care visits, hearing impairment, and
inappropriate antibiotic use. Deep learning (DL) may assist clinicians in interpreting …

BreathPro: Monitoring Breathing Mode during Running with Earables

C Hu, T Kandappu, Y Liu, C Mascolo… - Proceedings of the ACM on …, 2024 - dl.acm.org
Running is a popular and accessible form of aerobic exercise, significantly benefiting our
health and wellness. By monitoring a range of running parameters with wearable devices …

SmartASL: " Point-of-Care" Comprehensive ASL Interpreter Using Wearables

Y Jin, S Zhang, Y Gao, X Xu, S Choi, Z Li… - Proceedings of the …, 2023 - dl.acm.org
Sign language builds up an important bridge between the d/Deaf and hard-of-hearing
(DHH) and hearing people. Regrettably, most hearing people face challenges in …