5 papers
Speech Representations and Phoneme Classification for Preserving the Endangered Language of Ladin
Zane Durante, Leena Mathur, Eric Ye +3
A vast majority of the world's 7,000 spoken languages are predicted to become extinct within this century, including the endangered language of Ladin from the Italian Alps. Linguis…
Affect-Aware Deep Belief Network Representations for Multimodal Unsupervised Deception Detection
Leena Mathur, Maja J Matarić
Automated systems that detect the social behavior of deception can enhance human well-being across medical, social work, and legal domains. Labeled datasets to train supervised dec…
Modeling User Empathy Elicited by a Robot Storyteller
Leena Mathur, Micol Spitale, Hao Xi +2
Virtual and robotic agents capable of perceiving human empathy have the potential to participate in engaging and meaningful human-machine interactions that support human well-being…
Unsupervised Audio-Visual Subspace Alignment for High-Stakes Deception Detection
Leena Mathur, Maja J Matarić
Automated systems that detect deception in high-stakes situations can enhance societal well-being across medical, social work, and legal domains. Existing models for detecting high…
Introducing Representations of Facial Affect in Automated Multimodal Deception Detection
Leena Mathur, Maja J Matarić
Automated deception detection systems can enhance health, justice, and security in society by helping humans detect deceivers in high-stakes situations across medical and legal dom…