Research output per year
Research output per year
Personal profile
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):
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
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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 Access11 Citations (Scopus) -
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 Access2 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 Access3 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 Access5 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 Access4 Citations (Scopus)
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COPE-EMBRACE: COPE-EMBRACE: Coping with Stress after Encephalitis using Real-Time Assessment
Simblett, S. (Primary Investigator), Cummins, N. (Co-Investigator) & Pollak, T. (Co-Investigator)
1/01/2024 → 31/12/2024
Project: Research
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NIHR Pre-doctoral Fellowship Round 5 Lauren White
Cummins, N. (Primary Investigator)
NIHR National Institute For Health & Care Research
1/10/2023 → 31/03/2025
Project: Research
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The automated coding of expressed emotion to enhance clinical and epidemiological mental health research in adolescence
Downs, J. (Primary Investigator), Aicardi, C. (Co-Investigator), Bittar, A. (Co-Investigator), Cummins, N. (Co-Investigator) & Fisher, H. (Co-Investigator)
1/11/2022 → 31/12/2024
Project: Research
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CDT DRIVE-Health: Identification Of New Classes Of Genetic Susceptibility To Myalgic Encephalomyelitis (ME Research UK)
Cummins, N. (Primary Investigator) & Iacoangeli, A. (Co-Investigator)
1/10/2021 → 31/07/2025
Project: Research
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CDT DRIVE-Health: Identification of new classes of genetic susceptibility to myalgic encephalomyelitis (Action for M.E.)
Cummins, N. (Primary Investigator) & Iacoangeli, A. (Co-Investigator)
1/10/2021 → 31/07/2025
Project: Research