Audio-visual deception detection: DOLOS dataset and parameter-efficient crossmodal learning

• Main Authors: Guo, Xiaobao, Nithish Muthuchamy Selvaraj, Yu, Zitong, Kong, Adams Wai Kin, Shen, Bingquan, Kot, Alex
• Other Authors: Interdisciplinary Graduate School (IGS)
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Deception Dataset; Audio-Visual
• Online Access: https://hdl.handle.net/10356/169721
• Institution: Nanyang Technological University

Deception detection in conversations is a challenging yet important task, having pivotal applications in many fields such as credibility assessment in business, multimedia anti-frauds, and custom security. Despite this, deception detection research is hindered by the lack of high-quality deception d...