Applications of speech analysis in psychiatry

K Dikaios, S Rempel, SH Dumpala… - Harvard Review of …, 2023 - journals.lww.com
The need for objective measurement in psychiatry has stimulated interest in alternative
indicators of the presence and severity of illness. Speech may offer a source of information …

Latent factors of language disturbance and relationships to quantitative speech features

SX Tang, K Hänsel, Y Cong, AH Nikzad… - Schizophrenia …, 2023 - academic.oup.com
Abstract Background and Hypothesis Quantitative acoustic and textual measures derived
from speech (“speech features”) may provide valuable biomarkers for psychiatric disorders …

Relative importance of speech and voice features in the classification of schizophrenia and depression

M Berardi, K Brosch, JK Pfarr, K Schneider… - Translational …, 2023 - nature.com
Speech is a promising biomarker for schizophrenia spectrum disorder (SSD) and major
depressive disorder (MDD). This proof of principle study investigates previously studied …

Automated computerized analysis of speech in psychiatric disorders

AS Cohen, B Elvevåg - Current opinion in psychiatry, 2014 - journals.lww.com
Computer-based assessments of natural language afford a framework with which to
measure communication disturbances in adults with severe mental illnesses. Emerging …

[HTML][HTML] Implementation of automatic speech analysis for early detection of psychiatric symptoms: what do patients want?

SG Brederoo, FG Nadema, FG Goedhart… - Journal of psychiatric …, 2021 - Elsevier
Psychiatry is in dire need of a method to aid early detection of symptoms. Recent
developments in automatic speech analysis prove promising in this regard, and open …

Clinical state tracking in serious mental illness through computational analysis of speech

AC Arevian, D Bone, N Malandrakis, VR Martinez… - PLoS one, 2020 - journals.plos.org
Individuals with serious mental illness experience changes in their clinical states over time
that are difficult to assess and that result in increased disease burden and care utilization. It …

Automated measures of speech content and speech organization in schizophrenia: Test-retest reliability and generalizability across demographic variables

KS Minor, NB Lundin, EJ Myers… - Psychiatry …, 2023 - Elsevier
Technological advances in artificial intelligence and natural language processing have
increased efficiency of assessing speech content and speech organization in schizophrenia …

Investigating the diagnostic utility of speech patterns in schizophrenia and their symptom associations

EJ Tan, D Meyer, E Neill, SL Rossell - Schizophrenia research, 2021 - Elsevier
Background Speech disturbances are a recognised aspect of schizophrenia that may have
potential utility as a diagnostic indicator. Recent advances in quantitative speech …

Acoustic speech markers for schizophrenia-spectrum disorders: a diagnostic and symptom-recognition tool

JN De Boer, AE Voppel, SG Brederoo… - Psychological …, 2023 - cambridge.org
Background Clinicians routinely use impressions of speech as an element of mental status
examination. In schizophrenia-spectrum disorders, descriptions of speech are used to …

Automated assessment of psychiatric disorders using speech: A systematic review

DM Low, KH Bentley, SS Ghosh - Laryngoscope investigative …, 2020 - Wiley Online Library
Objective There are many barriers to accessing mental health assessments including cost
and stigma. Even when individuals receive professional care, assessments are intermittent …