2 papers
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…
eess.AS2018
Detecting Alzheimer's Disease Using Gated Convolutional Neural Network from Audio Data
Tifani Warnita, Nakamasa Inoue, Koichi Shinoda
We propose an automatic detection method of Alzheimer's diseases using a gated convolutional neural network (GCNN) from speech data. This GCNN can be trained with a relatively smal…