Research output per year
Research output per year
Personal profile
Education/Academic qualification
Electrical Engineering, Bachelor of Engineering, UNSW University of New South Wales
Electrical Engineering, Doctor of Philosophy, Speech affected by depression: Paralinguistic analysis, modelling and automatic assessment, UNSW University of New South Wales
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 10 Reduced Inequalities -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Nicholas Cummins is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Multilingual markers of depression in remotely collected speech samples: A preliminary analysis
Cummins, N., Dineley, J., Conde, P., Matcham, F., Siddi, S., Lamers, F., Carr, E., Lavelle, G., Leightley, D., White, K., Oetzmann, C., Campbell, E., Simblett, S., Bruce, S., Maria Haro, J., Pennix, B. W., Ranjan, Y., Rashid, Z., Stewart, C. & Folarin, A. & 8 others, , 15 Nov 2023, In: Journal of Affective Disorders. 341, p. 128-136 9 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile42 Citations (Scopus)4 Downloads (Pure) -
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech
Dineley, J., Carr, E., Matcham, F., Downs, J., Dobson, R., Quatieri, T. F. & Cummins, N., 15 Aug 2023, ISCA Archive. International Speech Communication Association, Vol. 2023-August. p. 2373-2377 5 p. 2023-947Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access8 Citations (Scopus) -
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models
Campbell, E., Dineley, J., Conde, P., Matcham, F., White, K., Oetzmann, C., Simblett, S., Bruce, S., Folarin, A., Wykes, T., Vairavan, S., Dobson, R., Docio-Fernandez, L., Garcia-Mateo, C., Narayan, V. A., Hotopf, M., Cummins, N. & Consortium, O. B. O. T. R. C., 20 Aug 2023, Proc. INTERSPEECH 2023. ISCA-INST SPEECH COMMUNICATION ASSOC, Vol. 2023-August. p. 1738-1742 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access17 Citations (Scopus) -
Bayesian Networks for the robust and unbiased prediction of depression and its symptoms utilizing speech and multimodal data
Fara, S., Hickey, O., Georgescu, A., Goria, S., Molimpakis, E. & Cummins, N., 20 Aug 2023, Proc. INTERSPEECH 2023. ISCA-INST SPEECH COMMUNICATION ASSOC, Vol. 2023-August. p. 1728-1732 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access10 Citations (Scopus) -
Speech and the n-Back task as a lens into depression. How combining both may allow us to isolate different core symptoms of depression
Fara, S., Goria, S., Molimpakis, E. & Cummins, N., 18 Sept 2022, Proc. Interspeech 2022. p. 1911-1915 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access8 Citations (Scopus)
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MHG-GLAD: The Mental Health Goals Omics Project (MHG Omics): A UK Multi-Omics Infrastructure and Resource for Mood Disorders
Breen, G. (Primary Investigator), Coleman, J. (Co-Investigator), Cummins, N. (Co-Investigator), Eley, T. (Co-Investigator), Herle, M. (Co-Investigator) & Vassos, E. (Co-Investigator)
1/12/2025 → 31/03/2030
Project: Research
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Development and Skills Enhancement Award - Judith Dineley
Cummins, N. (Primary Investigator), Dineley, J. (Co-Investigator) & Downs, J. (Co-Investigator)
NIHR National Institute For Health & Care Research
1/10/2025 → 31/05/2027
Project: Research
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NIHR Predoctoral Award [Katie Blackford]
Tye, C. (Primary Investigator) & Cummins, N. (Co-Investigator)
NIHR National Institute For Health & Care Research
1/09/2025 → 28/02/2027
Project: Research
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RADAR-Base: Democratising Access to Remote Monitoring Infrastructure for Research and Decentralised Clinical Trials
Dobson, R. (Primary Investigator), Conde, P. (Co-Investigator), Cummins, N. (Co-Investigator), Rashid, Z. (Co-Investigator), Roy Choudhury, A. (Co-Investigator), Sankesara, H. (Co-Investigator), Stewart, C. (Co-Investigator), Zhang, Y. (Co-Investigator) & academic, A. (Co-Investigator)
1/08/2025 → 31/07/2027
Project: Research
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Using technology to improve cost-efficiency, speed, and accuracy of diagnosing older people with cognitive impairment
Aarsland, D. (Primary Investigator), Bakolis, I. (Co-Investigator), Cummins, N. (Co-Investigator), Dobson, R. (Co-Investigator), Molokhia, M. (Co-Investigator), Velayudhan, L. (Co-Investigator), Williams, S. (Co-Investigator) & academic, A. (Co-Investigator)
NIHR National Institute For Health & Care Research
1/04/2024 → 31/03/2029
Project: Research