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 …
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
Abstract Background and Hypothesis Quantitative acoustic and textual measures derived
from speech (“speech features”) may provide valuable biomarkers for psychiatric disorders …
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
Speech is a promising biomarker for schizophrenia spectrum disorder (SSD) and major
depressive disorder (MDD). This proof of principle study investigates previously studied …
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 …
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 …
developments in automatic speech analysis prove promising in this regard, and open …
Clinical state tracking in serious mental illness through computational analysis of speech
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 …
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
Technological advances in artificial intelligence and natural language processing have
increased efficiency of assessing speech content and speech organization in schizophrenia …
increased efficiency of assessing speech content and speech organization in schizophrenia …
Investigating the diagnostic utility of speech patterns in schizophrenia and their symptom associations
Background Speech disturbances are a recognised aspect of schizophrenia that may have
potential utility as a diagnostic indicator. Recent advances in quantitative speech …
potential utility as a diagnostic indicator. Recent advances in quantitative speech …
Acoustic speech markers for schizophrenia-spectrum disorders: a diagnostic and symptom-recognition tool
Background Clinicians routinely use impressions of speech as an element of mental status
examination. In schizophrenia-spectrum disorders, descriptions of speech are used to …
examination. In schizophrenia-spectrum disorders, descriptions of speech are used to …
Automated assessment of psychiatric disorders using speech: A systematic review
Objective There are many barriers to accessing mental health assessments including cost
and stigma. Even when individuals receive professional care, assessments are intermittent …
and stigma. Even when individuals receive professional care, assessments are intermittent …