1 citations · 3 across the 13 of their papers we have counts for
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Self-Supervised Embeddings for Detecting Individual Symptoms of Depression
Sri Harsha Dumpala, Katerina Dikaios, Abraham Nunes +3
Depression, a prevalent mental health disorder impacting millions globally, demands reliable assessment systems. Unlike previous studies that focus solely on either detecting depre…
Predicting Individual Depression Symptoms from Acoustic Features During Speech
Sebastian Rodriguez, Sri Harsha Dumpala, Katerina Dikaios +3
Current automatic depression detection systems provide predictions directly without relying on the individual symptoms/items of depression as denoted in the clinical depression rat…
Test-Time Training for Speech
Sri Harsha Dumpala, Chandramouli Sastry, Sageev Oore
In this paper, we study the application of Test-Time Training (TTT) as a solution to handling distribution shifts in speech applications. In particular, we introduce distribution-s…