Nicholas Cummins

King's College London — United Kingdom

Psychology · Social Sciences

42h-index6.5kcitations242works2.82yr avg
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Research Topics

Emotion and Mood Recognition(64), Mental Health Research Topics(48), Speech Recognition and Synthesis(45), Speech and Audio Processing(45), Music and Audio Processing(39)

Publications242 total

COPE-EMBRACE: Coping with stress after encephalitis using real-time assessment
Neuropsychological Rehabilitation·2026Open Access
An End-to-End Overview of Clinical Speech AI
IEEE Transactions on Audio Speech and Language Processing·2026
Wearable Estimation of Heart Rate Recovery to Physical Activity During Daily Life in Patients with Recurrent Major Depressive Disorder
Computing in cardiology·2025
Correction: Automatic detection of expressed emotion from five-minute speech samples: Challenges and opportunities
PLoS ONE·2025Open Access
Effect of amyloid, tau and syndromic stages of Alzheimer's disease (AD) in speech markers: A potential scalable tool for screening in AD clinical trials
Alzheimer s & Dementia·2025Open Access
Technology matters: <scp>AI</scp> ‐driven tools in children's mental healthcare: perspectives from young people and parents
Child and Adolescent Mental Health·2025Open Access
Multilingual Lexical Feature Analysis of Spoken Language for Predicting Major Depression Symptom Severity
arXiv (Cornell University)·2025Open Access
Consensus-Based Definitions for Vocal Biomarkers: The International VOCAL Initiative
2025· 2 citedOpen Access
Exploring biases related to the use of large language models in a multilingual depression corpus
Scientific Reports·2025· 3 citedOpen Access
Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements
2025· 1 cited
Challenges and practical guidelines for atypical speech data collection, annotation, usage and sharing: A multi-project perspective
2025Open Access
Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction
2025
Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models
2025
Maternal expressions of warmth and negativity and adolescent mental health: using longitudinal monozygotic twin‐difference analyses to approach causal inference
Journal of Child Psychology and Psychiatry·2025· 1 citedOpen Access
A Dual In-Person and Remote Assessment Approach to Developing Digital End Points Relevant to Autism and Co-Occurring Conditions: Protocol for a Multisite Observational Study
JMIR Research Protocols·2025Open Access
Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models
arXiv (Cornell University)·2025Open Access
Collection and Analysis of Repeated Speech Samples: Methodological Framework and Example Protocol
JMIR Research Protocols·2025· 1 citedOpen Access
Assessing seasonal and weather effects on depression and physical activity using mobile health data
npj Mental Health Research·2025· 2 citedOpen Access
“There’s a lot that’s different, but it’s still me”: exploring podcast narratives of emotional adjustment after encephalitis
Brain Injury·2025
Exploring the dynamic relationships between nocturnal heart rate, sleep disruptions, anxiety levels, and depression severity over time in recurrent major depressive disorder
Journal of Affective Disorders·2025· 2 citedOpen Access
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Frequent Co-authors

Björn W. Schuller(30), Julien Epps(12), Shahin Amiriparian(8), Ziping Zhao(8), Zixing Zhang(8), Vaibhav A. Narayan(7), Matthew Hotopf(7), Richard Dobson(7), Vidhyasaharan Sethu(6), Amos Folarin(6), Yatharth Ranjan(6), Zulqarnain Rashid(6), Pauline Conde(6), Callum Stewart(6), Faith Matcham(6), Femke Lamers(6), Sara Siddi(6), Josep María Haro(6), Brenda W.J.H. Penninx(6), Maximilian Schmitt(5)