Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing. - Hafiz Shehbaz Ali; Fakhar ul Hassan; Siddique Latif; Habib Ullah Manzoor; Junaid Qadir 001 (ICC Workshops, 2021)

Multi-task learning from Unlabelled Data to Improve Cross Language Speech Emotion Recognition. - Hafiz Shehbaz Ali; Siddique Latif (SMM, 2022)

AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path. - Siddique Latif; Hafiz Shehbaz Ali; Muhammad Usama; Rajib Rana; Björn W. Schuller; Junaid Qadir 001 (CoRR, 2022)

Breaking Barriers: Can Multilingual Foundation Models Bridge the Gap in Cross-Language Speech Emotion Recognition? - Moazzam Shoukat; Muhammad Usama; Hafiz Shehbaz Ali; Siddique Latif (SNAMS, 2023)

A survey on deep reinforcement learning for audio-based applications. - Siddique Latif; Heriberto Cuayáhuitl; Farrukh Pervez; Fahad Shamshad; Hafiz Shehbaz Ali; Erik Cambria (Artif. Intell. Rev., 2023)