Context Modelling Using Hierarchical Attention Networks for Sentiment and Self-assessed Emotion Detection in Spoken Narratives. - Lukas Stappen; Nicholas Cummins; Eva-Maria Meßner; Harald Baumeister; Judith Dineley; Björn W. Schuller (ICASSP, 2019)

Voice command generation using Progressive Wavegans. - Thomas Wiest; Nicholas Cummins; Alice Baird; Simone Hantke; Judith Dineley; Björn W. Schuller (CoRR, 2019)

Hierarchical Component-attention Based Speaker Turn Embedding for Emotion Recognition. - Shuo Liu 012; Jinlong Jiao; Ziping Zhao 001; Judith Dineley; Nicholas Cummins; Björn W. Schuller (IJCNN, 2020)

Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder. - 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; et al. (Interspeech, 2021)

Remote smartphone-based speech collection: acceptance and barriers in individuals with major depressive disorder. - 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; et al. (CoRR, 2021)

Fitbeat: COVID-19 Estimation based on Wristband Heart Rate. - Shuo Liu 012; Jing Han 010; Estela Laporta Puyal; Spyridon Kontaxis; Shaoxiong Sun; Patrick Locatelli; Judith Dineley; Florian B. Pokorny; Gloria Dalla Costa; Letizia Leocani; Ana Isabel Guerrero; Carlos Nos; et al. (CoRR, 2021)

Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder. - Shuo Liu 012; Jing Han 010; Estela Laporta Puyal; Spyridon Kontaxis; Shaoxiong Sun; Patrick Locatelli; Judith Dineley; Florian B. Pokorny; Gloria Dalla Costa; Letizia Leocani; Ana Isabel Guerrero; Carlos Nos; et al. (Pattern Recognit., 2022)

Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. - 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; et al. (INTERSPEECH, 2023)

Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech. - Judith Dineley; Ewan Carr; Faith Matcham; Johnny Downs; Richard J. B. Dobson; Thomas F. Quatieri; Nicholas Cummins (INTERSPEECH, 2023)

Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model. - 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; et al. (CoRR, 2023)

Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study. - 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; et al. (npj Digit. Medicine, 2023)

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. - Andreas Triantafyllopoulos; Alexander Kathan; Alice Baird; Lukas Christ; Alexander Gebhard 001; Maurice Gerczuk; Vincent Karas; Tobias Hübner; Xin Jing; Shuo Liu 012; Adria Mallol-Ragolta; Manuel Milling; et al. (Frontiers Digit. Health, 2023)

Longitudinal Modeling of Depression Shifts Using Speech and Language. - 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; et al. (ICASSP, 2024)

Variability of speech timing features across repeated recordings: a comparison of open-source extraction techniques. - Judith Dineley; Ewan Carr; Lauren L. White; Catriona Lucas; Zahia Rahman; Tian Pan 004; Faith Matcham; Johnny Downs; Richard J. B. Dobson; Thomas F. Quatieri; Nicholas Cummins (INTERSPEECH, 2024)

A pilot protocol and cohort for the investigation of non-pathological variability in speech. - Nicholas Cummins; Lauren L. White; Zahia Rahman; Catriona Lucas; Tian Pan 004; Ewan Carr; Faith Matcham; Johnny Downs; Richard J. B. Dobson; Judith Dineley (CoRR, 2024)