no code implementations • 11 Feb 2021 • Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram
To better study the task of highlight detection, we run a pilot experiment with highlights annotations for a small subset of video clips and fine-tune our best model on it.
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.
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.
no code implementations • 2 Apr 2019 • Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth Narayanan
In this work, we propose a novel annotation approach using triplet embeddings.