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Filtering by: Advisor Rundensteiner, Elke A. Creator Hernandez-Reisch, Miranda

Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels

Keyword:

natural language processing, audio classification, transfer learning, mobile health, anxiety screening, and depression screening

Creator:

Hernandez-Reisch, Miranda

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-04-27

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Machine Learning for Mental Health Screening

Keyword:

Mental Health and Machine Learning

Creator:

Hernandez-Reisch, Miranda, Caouette, Hunter C., Bruneau, Connor D., Kayastha, Rimsha, and Melican, Veronica R.

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-04-05

Resource Type:

Major Qualifying Project

Award:

Provost's MQP Award