Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting

no code implementations • 10 Nov 2019 • Arindam Jati, Amrutha Nadarajan, Karel Mundnich, Shrikanth Narayanan

In this paper, we address the task of characterizing acoustic scenes in a workplace setting from audio recordings collected with wearable microphones.

Acoustic Scene Classification General Classification +1

TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers

no code implementations • 18 Mar 2020 • Karel Mundnich, Brandon M. Booth, Michelle L'Hommedieu, Tiantian Feng, Benjamin Girault, Justin L'Hommedieu, Mackenzie Wildman, Sophia Skaaden, Amrutha Nadarajan, Jennifer L. Villatte, Tiago H. Falk, Kristina Lerman, Emilio Ferrara, Shrikanth Narayanan

We designed the study to investigate the use of off-the-shelf wearable and environmental sensors to understand individual-specific constructs such as job performance, interpersonal interaction, and well-being of hospital workers over time in their natural day-to-day job settings.

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