Judith Dineley

20 papers A 6B 1Misc 2Journal 11
YearRankTypeTitle / Venue / Authors
2025 A conf
Challenges and practical guidelines for atypical speech data collection, annotation, usage and sharing: A multi-project perspective.
INTERSPEECH
Zhengjun Yue, Mara Barberis, Tanvina Patel, Judith Dineley, Willemijn Doedens, Lottie Stipdonk, Yuanyuan Zhang, Elke De Witte, Erfan Loweimi, Hugo Van hamme, Djaina Satoer, Marina B. Ruiter, Laureano Moro-Velázquez, Nicholas Cummins, Odette Scharenborg
2025 J jnl
Multilingual Lexical Feature Analysis of Spoken Language for Predicting Major Depression Symptom Severity.
CoRR
Anastasiia Tokareva, Judith Dineley, Zoe Firth, Pauline Conde, Faith Matcham, Sara Siddi, Femke Lamers, Ewan Carr, Carolin Oetzmann, Daniel Leightley, Yuezhou Zhang, Amos A. Folarin, Josep Maria Haro, Brenda W. J. H. Penninx, Raquel Bailón, Srinivasan Vairavan, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Nicholas Cummins, RADAR-CNS Consortium
2025 A conf
Speech Reference Intervals: An Assessment of Feasibility in Depression Symptom Severity Prediction.
INTERSPEECH
Lauren L. White, Ewan Carr, Judith Dineley, Catarina Botelho, Pauline Conde, Faith Matcham, Carolin Oetzmann, Amos Folarin, George Fairs, Agnes Norbury, Stefano Goria, Srinivasan Vairavan, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Alberto Abad, Isabel Trancoso, Nicholas Cummins
2024 J jnl
A pilot protocol and cohort for the investigation of non-pathological variability in speech.
CoRR
Nicholas Cummins, Lauren L. White, Zahia Rahman, Catriona Lucas, Tian Pan, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Judith Dineley
2024 Misc conf
Longitudinal Modeling of Depression Shifts Using Speech and Language.
ICASSP
Paula Andrea Pérez-Toro, Judith Dineley, Agnieszka Kaczkowska, Pauline Conde, Yuezhou Zhang, Faith Matcham, Sara Siddi, Josep Maria Haro, Stuart Bruce, Til Wykes, Raquel Bailón, Srinivasan Vairavan, Richard J. B. Dobson, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave, Vaibhav A. Narayan, Nicholas Cummins
2024 A conf
Variability of speech timing features across repeated recordings: a comparison of open-source extraction techniques.
INTERSPEECH
Judith Dineley, Ewan Carr, Lauren L. White, Catriona Lucas, Zahia Rahman, Tian Pan, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins
2023 A conf
Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models.
INTERSPEECH
Edward L. Campbell, Judith Dineley, Pauline Conde, Faith Matcham, Katie M. White, Carolin Oetzmann, Sara Simblett, Stuart Bruce, Amos A. Folarin, Til Wykes, Srinivasan Vairavan, Richard J. B. Dobson, Laura Docío Fernández, Carmen García-Mateo, Vaibhav A. Narayan, Matthew Hotopf, Nicholas Cummins
2023 J jnl
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare.
CoRR
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2023 J jnl
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.
Frontiers Digit. Health
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2023 J jnl
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model.
CoRR
Yuezhou Zhang, Amos A. Folarin, Judith Dineley, Pauline Conde, Valeria de Angel, Shaoxiong Sun, Yatharth Ranjan, Zulqarnain Rashid, Callum L. Stewart, Petroula Laiou, Heet Sankesara, Linglong Qian, Faith Matcham, Katie M. White, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Björn W. Schuller, Srinivasan Vairavan, Til Wykes, Josep Maria Haro, Brenda W. J. H. Penninx, Vaibhav A. Narayan, Matthew Hotopf, Richard J. B. Dobson, Nicholas Cummins, RADAR-CNS Consortium
2023 J jnl
Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study.
npj Digit. Medicine
Yuezhou Zhang, Abhishek Pratap, Amos A. Folarin, Shaoxiong Sun, Nicholas Cummins, Faith Matcham, Srinivasan Vairavan, Judith Dineley, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Katie M. White, Carolin Oetzmann, Alina Ivan, Femke Lamers, Sara Siddi, Carla Hernández Rambla, Sara Simblett, Raluca Nica, David C. Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W. J. H. Penninx, Peter Annas, Vaibhav A. Narayan, Matthew Hotopf, Richard J. B. Dobson
2023 A conf
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech.
INTERSPEECH
Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins
2023 J jnl
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech.
CoRR
Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins
2022 J jnl
Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder.
Pattern Recognit.
Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Amos A. Folarin, Richard J. B. Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Björn W. Schuller, RADAR-CNS Consortium
2021 J jnl
Fitbeat: COVID-19 Estimation based on Wristband Heart Rate.
CoRR
Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Amos A. Folarin, Richard J. B. Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Björn W. Schuller
2021 A conf
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder.
Interspeech
Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Peñarrubia-María, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J. B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Björn W. Schuller, Nicholas Cummins, RADAR-CNS Consortium
2021 J jnl
Remote smartphone-based speech collection: acceptance and barriers in individuals with major depressive disorder.
CoRR
Judith Dineley, Grace Lavelle, Daniel Leightley, Faith Matcham, Sara Siddi, Maria Teresa Peñarrubia-María, Katie M. White, Alina Ivan, Carolin Oetzmann, Sara Simblett, Erin Dawe-Lane, Stuart Bruce, Daniel Stahl, Josep Maria Haro, Til Wykes, Vaibhav A. Narayan, Matthew Hotopf, Björn W. Schuller, Nicholas Cummins
2020 B conf
Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition.
IJCNN
Shuo Liu, Jinlong Jiao, Ziping Zhao, Judith Dineley, Nicholas Cummins, Björn W. Schuller
2019 Misc conf
Context Modelling Using Hierarchical Attention Networks for Sentiment and Self-assessed Emotion Detection in Spoken Narratives.
ICASSP
Lukas Stappen, Nicholas Cummins, Eva-Maria Meßner, Harald Baumeister, Judith Dineley, Björn W. Schuller
2019 J jnl
Voice command generation using Progressive Wavegans.
CoRR
Thomas Wiest, Nicholas Cummins, Alice Baird, Simone Hantke, Judith Dineley, Björn W. Schuller