Non-verbal speech cues as objective measures for negative symptoms in patients with schizophrenia

• Yasir Tahir ,

  Contributed equally to this work with: Yasir Tahir, Zixu Yang

  Roles Data curation, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Institute for Media Innovation, Nanyang Technological University, Singapore, Singapore

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• Zixu Yang ,

  Contributed equally to this work with: Yasir Tahir, Zixu Yang

  Roles Data curation, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation Institute of Mental Health, Singapore, Singapore

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• Debsubhra Chakraborty,

  Roles Data curation, Formal analysis, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Institute for Media Innovation, Nanyang Technological University, Singapore, Singapore

  http://orcid.org/0000-0003-0406-3992

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• Nadia Thalmann,

  Roles Funding acquisition

  Affiliation Institute for Media Innovation, Nanyang Technological University, Singapore, Singapore

  ⨯
• Daniel Thalmann,

  Roles Funding acquisition

  Affiliation Institute for Media Innovation, Nanyang Technological University, Singapore, Singapore

  ⨯
• Yogeswary Maniam,

  Roles Conceptualization

  Affiliation Institute of Mental Health, Singapore, Singapore

  ⨯
• Nur Amirah binte Abdul Rashid,

  Roles Investigation, Methodology

  Affiliation Institute of Mental Health, Singapore, Singapore

  ⨯
• Bhing-Leet Tan,

  Roles Conceptualization, Funding acquisition

  Affiliations Institute of Mental Health, Singapore, Singapore, Singapore Institute of Technology, Singapore, Singapore

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• Jimmy Lee Chee Keong,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Institute of Mental Health, Singapore, Singapore, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore

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• Justin Dauwels

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: jdauwels@ntu.edu.sg

  Affiliation School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore, Singapore

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