Brian MacWhinney
- Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS\n Challenge
2020/04/14 by Saturnino Luz, Luz, Saturnino, Fasih Haider +6 · 19 citations
Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Detecting cognitive decline using speech only: The ADReSSo Challenge
2021/03/23 by Saturnino Luz, Fasih Haider, Luz, Saturnino +6 · 16 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- DementiaBank: Theoretical Rationale, Protocol, and Illustrative Analyses
2023/02/15 by Alyssa M. Lanzi, Anna K. Saylor, Davida Fromm +3 · 7 citations
Medicine · Neuroscience · Psychology · #Dementia and Cognitive Impairment Research #Mental Health via Writing #Neurobiology of Language and Bilingualism
- Learning the Curriculum with Bayesian Optimization for Task-Specific\n Word Representation Learning
2016/05/12 by Yulia Tsvetkov, Tsvetkov, Yulia, Manaal Faruqui +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- Connected Speech-Based Cognitive Assessment in Chinese and English
2024/06/11 by Saturnino Luz, Luz, Saturnino, Sofia de la Fuente García +15 · 4 citations
Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Educational and Psychological Assessments #FOS: Computer and information sciences #FOS: Electrical engineering #I.5.4 #J.3 #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge
2023/01/13 by Saturnino Luz, Fasih Haider, Luz, Saturnino +9 · 2 citations
Computer Science · Psychology · #68T10 (Primary) 92C55 (Secondary) #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.6 #I.5.1 #J.3 #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning
2023/05/19 by Jiyang Tang, Tang, Jiyang, William Chen +7 · 1 citation
Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Neurobiology of Language and Bilingualism #Speech and dialogue systems #electronic engineering #information engineering
- Evaluating Picture Description Speech for Dementia Detection using Image-text Alignment
2023/08/11 by Youxiang Zhu, Zhu, Youxiang, Nana Lin +9 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Multimodal Machine Learning Applications #Biomedical Text Mining and Ontologies