3 papers
cs.CV2021
A Study of Multimodal Person Verification Using Audio-Visual-Thermal Data
Madina Abdrakhmanova, Saniya Abushakimova, Yerbolat Khassanov +1
In this paper, we study an approach to multimodal person verification using audio, visual, and thermal modalities. The combination of audio and visual modalities has already been s…
cs.LG2020
Learning Consistent Deep Generative Models from Sparse Data via Prediction Constraints
Gabriel Hope, Madina Abdrakhmanova, Xiaoyin Chen +2
We develop a new framework for learning variational autoencoders and other deep generative models that balances generative and discriminative goals. Our framework optimizes model p…
cs.HC2020
SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams
Madina Abdrakhmanova, Askat Kuzdeuov, Sheikh Jarju +3
We present SpeakingFaces as a publicly-available large-scale multimodal dataset developed to support machine learning research in contexts that utilize a combination of thermal, vi…