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…