Johnny Downs

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Emotional Speech

Natural Language Processing

Electronic Health Records

Automatic Detection

Top Venues

Publications

Nicholas Cummins, Lauren L. White, Zahia Rahman, Catriona Lucas, Tian Pan, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Judith Dineley
A pilot protocol and cohort for the investigation of non-pathological variability in speech. CoRR (2024)
Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech. CoRR (2023)
Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson, Thomas F. Quatieri, Nicholas Cummins
Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech. INTERSPEECH (2023)
Bahman Mirheidari, André Bittar, Nicholas Cummins, Johnny Downs, Helen L. Fisher, Heidi Christensen
Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities. CoRR (2022)
Bahman Mirheidari, André Bittar, Nicholas Cummins, Johnny Downs, Helen L. Fisher, Heidi Christensen
Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities. INTERSPEECH (2022)
Xingyi Song, Johnny Downs, Sumithra Velupillai, Rachel Holden, Maxim Kikoler, Kalina Bontcheva, Rina Dutta, Angus Roberts
Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour. LREC (2020)
Sumithra Velupillai, Sophie Epstein, André Bittar, Thomas Stephenson, Rina Dutta, Johnny Downs
Identifying Suicidal Adolescents from Mental Health Records Using Natural Language Processing. MedInfo (2019)
Sumithra Velupillai, Hanna Suominen, Maria Liakata, Angus Roberts, Anoop D. Shah, Katherine Morley, David Osborn, Joseph Hayes, Robert Stewart, Johnny Downs, Wendy W. Chapman, Rina Dutta
Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances. J. Biomed. Informatics 88 (2018)
Johnny Downs, Sumithra Velupillai, George Gkotsis, Rachel Holden, Maxim Kikoler, Harry Dean, Andrea Fernandes, Rina Dutta
Detection of Suicidality in Adolescents with Autism Spectrum Disorders: Developing a Natural Language Processing Approach for Use in Electronic Health Records. AMIA (2017)