Automatic Detection of Expressed Emotion from Five-Minute Speech Samples: Challenges and Opportunities

no code implementations • 30 Mar 2022 • Bahman Mirheidari, André Bittar, NIcholas Cummins, Johnny Downs, Helen L. Fisher, Heidi Christensen

We present a novel feasibility study on the automatic recognition of Expressed Emotion (EE), a family environment concept based on caregivers speaking freely about their relative/family member.

Using Deep Neural Networks with Intra- and Inter-Sentence Context to Classify Suicidal Behaviour

no code implementations • LREC 2020 • Xingyi Song, Johnny Downs, Sumithra Velupillai, Rachel Holden, Maxim Kikoler, Kalina Bontcheva, Rina Dutta, Angus Roberts

Identifying statements related to suicidal behaviour in psychiatric electronic health records (EHRs) is an important step when modeling that behaviour, and when assessing suicide risk.

Classification General Classification +1