基本信息
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职业迁徙
个人简介
My research interests are on human-centred audio sensing and machine learning for mobile health monitoring, which explores the potential of audio signals (e.g., speech, cough) via mobile and wearable sensing for automatic mental state prediction and disease detection and monitoring (e.g., emotion, depression, COVID-19), and develops generalised, interpretable, and robust deep learning models to improve healthcare delivery. Specifically, it includes:
Machine learning in mobile health: exploring the potential and challenges of mobile technologies for health monitoring.
Speech and Audio Processing: investigating advanced signal processing techniques and potential novel applications using speech and audio signals.
Trustworthy Deep Learning (DL): improving the interpretability and generalization in DL for more reliable health outcome predictions.
Wearable Sensing: examining novel sensing opportunities for fitness and well-being monitoring with new forms of resource-constrained IoT wearable device forms.
Machine learning in mobile health: exploring the potential and challenges of mobile technologies for health monitoring.
Speech and Audio Processing: investigating advanced signal processing techniques and potential novel applications using speech and audio signals.
Trustworthy Deep Learning (DL): improving the interpretability and generalization in DL for more reliable health outcome predictions.
Wearable Sensing: examining novel sensing opportunities for fitness and well-being monitoring with new forms of resource-constrained IoT wearable device forms.
研究兴趣
论文共 41 篇作者统计合作学者相似作者
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Julia Romero,Andrea Ferlini,Dimitris Spathis,Ting Dang, Katayoun Farrahi,Fahim Kawsar,Alessandro Montanari
Workshop on Mobile Computing Systems and Applicationspp.99-106, (2024)
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.246-250, (2024)
arxiv(2024)
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IEEE journal of biomedical and health informaticsno. 99 (2024): 1-12
Pervasive and Mobile Computingpp.101913, (2024)
HotMobilepp.36-41, (2023)
PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUTno. 4 (2023): 156:1-156:29
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.1-5, (2023)
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2023 11th International Conference on Affective Computing and Intelligent Interaction (ACII)pp.1-8, (2023)
Journal of medical Internet research (2023): e44804-e44804
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