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eess.AS2024
Robust Speech and Natural Language Processing Models for Depression Screening
Y. Lu, A. Harati, T. Rutowski +3
Depression is a global health concern with a critical need for increased patient screening. Speech technology offers advantages for remote screening but must perform robustly acros…
eess.AS2024
Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus
Amir Harati, Elizabeth Shriberg, Tomasz Rutowski +3
Speech-based algorithms have gained interest for the management of behavioral health conditions such as depression. We explore a speech-based transfer learning approach that uses a…