2 papers
eess.AS2021
Multimodal Emotion Recognition with High-level Speech and Text Features
Mariana Rodrigues Makiuchi, Kuniaki Uto, Koichi Shinoda
Automatic emotion recognition is one of the central concerns of the Human-Computer Interaction field as it can bridge the gap between humans and machines. Current works train deep…
eess.AS2020
Speech Paralinguistic Approach for Detecting Dementia Using Gated Convolutional Neural Network
Mariana Rodrigues Makiuchi, Tifani Warnita, Nakamasa Inoue +6
We propose a non-invasive and cost-effective method to automatically detect dementia by utilizing solely speech audio data. We extract paralinguistic features for a short speech se…