Jointly Modelling Transcriptions and Phonemes with Optimal Features to Detect Dementia from Spontaneous Cantonese

Keyphrases

• Dementia 100%
• Phoneme 100%
• Optimal Feature Selection 100%
• Jointly Modeling 100%
• Dementia Detection 50%
• Older Adults 33%
• Spoken Language 33%
• Detection Performance 33%
• Speech-based 33%
• Feature Extracting 33%
• BERT Model 33%
• Feature Dimension 16%
• Healthy Adults 16%
• Feature Selection Methods 16%
• Transformer Model 16%
• Older Adult Health 16%
• F1 Score 16%
• Severe Cognitive Impairment 16%
• Speech Recognition Errors 16%
• Automatic Speech Recognition 16%
• Linguistic Properties 16%
• Minor Neurocognitive Disorder 16%
• Two-step Feature Selection 16%
• Marvel 16%
• Number of Training Samples 16%

Computer Science

• Bidirectional Encoder Representations From Transformers 100%
• Spoken Language 25%
• Detection Performance 25%
• Extracted Feature 25%
• Speech Recognition 12%
• Feature Selection 12%
• Feature Dimension 12%
• Linguistic Property 12%
• Training Sample 12%
• Experimental Result 12%