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

• المؤلفون الرئيسيون: Guo, Xiaobao, Nithish Muthuchamy Selvaraj, Yu, Zitong, Kong, Adams Wai Kin, Shen, Bingquan, Kot, Alex
• مؤلفون آخرون: Interdisciplinary Graduate School (IGS)
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Deception Dataset; Audio-Visual
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169721
• المؤسسة: 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...