Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus

22 December 2024

Papers citing "Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus"

7 / 7 papers shown

Title
Optimizing Speech-Input Length for Speaker-Independent Depression Classification Tomasz Rutowski Amir Harati Yang Lu Elizabeth Shriberg 110 15 0 03 Jan 2025
Toward Corpus Size Requirements for Training and Evaluating Depression Risk Models Using Spoken Language Tomek Rutowski Amir Harati Elizabeth Shriberg Yang Lu Piotr Chlebek Ricardo Oliveira 133 7 0 03 Jan 2025
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression Sri Harsha Dumpala Katerina Dikaios Abraham Nunes Frank Rudzicz Rudolf Uher Sageev Oore SSL 83 1 0 25 Jun 2024
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 150 85 0 27 Apr 2023
Detecting the Severity of Major Depressive Disorder from Speech: A Novel HARD-Training Methodology Edward L. Campbell J. Dineley Pauline Conde F. Matcham F. Lamers S. Siddi Laura Docío-Fernández C. García-Mateo N. Cummins the RADAR-CNS Consortium 85 4 0 02 Jun 2022
Modern Views of Machine Learning for Precision Psychiatry Z. Chen Prathamesh Kulkarni Kulkarni I. Galatzer-Levy Benedetta Bigio C. Nasca Yu Zhang 84 104 0 04 Apr 2022
Multimodal Depression Classification Using Articulatory Coordination Features And Hierarchical Attention Based Text Embeddings Nadee Seneviratne C. Espy-Wilson 37 14 0 13 Feb 2022