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 …
Detection of major depressive disorder using vocal acoustic analysis and machine learning—an exploratory study
CW Espinola, JC Gomes, JMS Pereira… - Research on Biomedical …, 2021 - Springer
Purpose Diagnosis and treatment in psychiatry are still highly dependent on reports from
patients and on clinician judgment. This fact makes them prone to memory and subjectivity …
patients and on clinician judgment. This fact makes them prone to memory and subjectivity …
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 …
Speech as a biomarker: opportunities, interpretability, and challenges
Purpose: Over the past decade, the signal processing and machine learning literature has
demonstrated notable advancements in automated speech processing with the use of …
demonstrated notable advancements in automated speech processing with the use of …
Speech as a biomarker for depression
S Koops, SG Brederoo, JN de Boer… - CNS & Neurological …, 2023 - ingentaconnect.com
Background: Depression is a debilitating disorder that at present lacks a reliable biomarker
to aid in diagnosis and early detection. Recent advances in computational analytic …
to aid in diagnosis and early detection. Recent advances in computational analytic …
Automated voice biomarkers for depression symptoms using an online crosssectional data collection initiative
L Zhang, R Duvvuri, KKL Chandra… - Depression and …, 2020 - Wiley Online Library
Importance Depression is an illness affecting a large percentage of the world's population
throughout the lifetime. To date, there is no available biomarker for depression detection and …
throughout the lifetime. To date, there is no available biomarker for depression detection and …
A review of automated speech and language features for assessment of cognitive and thought disorders
It is widely accepted that information derived from analyzing speech (the acoustic signal)
and language production (words and sentences) serves as a useful window into the health …
and language production (words and sentences) serves as a useful window into the health …
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 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 …
Voice analysis for neurological disorder recognition–a systematic review and perspective on emerging trends
Quantifying neurological disorders from voice is a rapidly growing field of research and
holds promise for unobtrusive and large-scale disorder monitoring. The data recording setup …
holds promise for unobtrusive and large-scale disorder monitoring. The data recording setup …