Objective Prediction of Tomorrow's Affect Using Multi-Modal Physiological Data and Personal Chronicles: A Study of Monitoring College Student Well-being in 2020

no code implementations • 26 Jan 2022 • Salar Jafarlou, Jocelyn Lai, Zahra Mousavi, Sina Labbaf, Ramesh Jain, Nikil Dutt, Jessica Borelli, Amir Rahmani

Results showed that our model was able to predict next-day affect with accuracy comparable to state of the art methods.

Personal Mental Health Navigator: Harnessing the Power of Data, Personal Models, and Health Cybernetics to Promote Psychological Well-being

no code implementations • 15 Dec 2020 • Amir M. Rahmani, Jocelyn Lai, Salar Jafarlou, Asal Yunusova, Alex. P. Rivera, Sina Labbaf, Sirui Hu, Arman Anzanpour, Nikil Dutt, Ramesh Jain, Jessica L. Borelli

Traditionally, the regime of mental healthcare has followed an episodic psychotherapy model wherein patients seek care from a provider through a prescribed treatment plan developed over multiple provider visits.

Management Sociology

Analyzing Large Receptive Field Convolutional Networks for Distant Speech Recognition

no code implementations • 15 Oct 2019 • Salar Jafarlou, Soheil Khorram, Vinay Kothapally, John H. L. Hansen

In the present study, we address this issue by investigating variants of large receptive field CNNs (LRF-CNNs) which include deeply recursive networks, dilated convolutional neural networks, and stacked hourglass networks.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2