Relation between Depression Dimensions and Speech Acoustic and Emotion‐based Features
Dysphoria was associated with heightened emotional reactivity, while apathy showed decreased reactivity. Apathy and memory complaints shared similar speech features. Our preliminary results support the use of speech features in distinguishing different depression dimensions even at the subclinical level, offering promising opportunities for use of technology to enhance both understanding and diagnosis of depression.
Authors
- Arash Negahdari Kia (ORCID: https://orcid.org/0000-0002-3675-0239)
- Faye Sheppard
- Judith Neugroschl (ORCID: https://orcid.org/0000-0001-8395-8406)
- Naomi Nevler (ORCID: https://orcid.org/0000-0001-8745-5945)
- Cheryl M. Corcoran (ORCID: https://orcid.org/0000-0002-8902-4353)
- Y Kim
- Mark Liberman (ORCID: https://orcid.org/0000-0002-8605-9024)
- Jimmy Akrivos (ORCID: https://orcid.org/0000-0002-8872-6652)
- Maria Loizos (ORCID: https://orcid.org/0000-0003-0278-8623)
- Carmen Gonzalez‐Recober
- Carolyn Wei Zhu (ORCID: https://orcid.org/0000-0002-2318-715X)
- Margaret Sewell
- Laili Soleimani
- Sunghye Cho
- Daria Birju
- Truda Silberstein
- Nadia Ramsingh
- Mary Sano
- Michal S Beeri
Institutions
- Allen Institute for Brain Science (US)
- James J. Peters VA Medical Center (US)
- Pennsylvania Academic Library Consortium (US)
- Penn Center for AIDS Research (US)
- University of Pennsylvania (US)
- Icahn School of Medicine at Mount Sinai (US)
Publication Details
- Journal
- Alzheimer s & Dementia
- Published
- 2025-12-01
- DOI
- https://doi.org/10.1002/alz70856_097217
- Primary Topic
- Emotion and Mood Recognition
- Type
- article
- Field-Weighted Citation Impact
- 0.00