Fundamental Research Grant Scheme (FRGS) - FRGS19-076-0684, Speech Emotion Recognition and Depression Prediction Based on Speech Analysis using Deep Neural Networks

• Main Authors: Gunawan, Teddy Surya, Draman, Samsul, Kartiwi, Mira, Borhan, Lihanna, Abdul Malik, Noreha, Abdul Rahman, Farah Diyana, Elsheikh, Elsheikh Mohamed Ahmed, Alghifari, Muhammad Fahreza, Ahmad Qadri, Syed Asif, Ashraf, Arselan, Wani, Taiba Majid
• Format: Monograph
• Language: English
• Published: 2022
• Subjects: TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/96854/1/GunawanFRGS19-076-0684FinalReportFeb22.pdf; http://irep.iium.edu.my/96854/

Speech signals contain a lot of information that can be used by computers to gain insight into a user's state, such as emotion recognition and depression prediction. Numerous applications exist, ranging from customer service to depression prevention. We propose several deep-learning-based metho...