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TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers
We present a novel longitudinal multimodal corpus of physiological and behavioral data
collected from direct clinical providers in a hospital workplace. We designed the study to …
collected from direct clinical providers in a hospital workplace. We designed the study to …
Context-aware speech stress detection in hospital workers using Bi-LSTM classifiers
Hospital workers are known to work long hours in a highly stressful environment. The COVID-
19 pandemic has increased this burden multi-fold. Pre-COVID statistics already showed that …
19 pandemic has increased this burden multi-fold. Pre-COVID statistics already showed that …
A survey of passive sensing in the workplace
As emerging technologies increasingly integrate into all facets of our lives, the workplace
stands at the forefront of potential transformative changes. A notable development in this …
stands at the forefront of potential transformative changes. A notable development in this …
[HTML][HTML] Multimodal human and environmental sensing for longitudinal behavioral studies in naturalistic settings: Framework for sensor selection, deployment, and …
Background Recent advances in mobile technologies for sensing human biosignals are
empowering researchers to collect real-world data outside of the laboratory, in natural …
empowering researchers to collect real-world data outside of the laboratory, in natural …
Automated face-to-face conversation detection on a commodity smartwatch with acoustic sensing
Understanding social interactions is relevant across many domains and applications,
including psychology, behavioral sciences, human computer interaction, and healthcare. In …
including psychology, behavioral sciences, human computer interaction, and healthcare. In …
Sounds of healthy aging: Assessing everyday social and cognitive activity from ecologically sampled ambient audio data
As proposed by the healthy aging model of the World Health Organization (2015),
participation in social and cognitive activities is important for healthy aging and for …
participation in social and cognitive activities is important for healthy aging and for …
TILES-2019: A longitudinal physiologic and behavioral data set of medical residents in an intensive care unit
The TILES-2019 data set consists of behavioral and physiological data gathered from 57
medical residents (ie, trainees) working in an intensive care unit (ICU) in the United States …
medical residents (ie, trainees) working in an intensive care unit (ICU) in the United States …
Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices
Over the recent years, machine learning techniques have been employed to produce state-
of-the-art results in several audio related tasks. The success of these approaches has been …
of-the-art results in several audio related tasks. The success of these approaches has been …
Temporal dynamics of workplace acoustic scenes: Egocentric analysis and prediction
Identification of the acoustic environment from an audio recording, also known as acoustic
scene classification, is an active area of research. In this paper, we study dynamically …
scene classification, is an active area of research. In this paper, we study dynamically …
A Dataset for Foreground Speech Analysis With Smartwatches In Everyday Home Environments
Acoustic sensing has proved effective as a foundation for applications in health and human
behavior analysis. In this work, we focus on detecting in-person social interactions in …
behavior analysis. In this work, we focus on detecting in-person social interactions in …