Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Transfer Machine Learning

BACKGROUND: Qualitative self- or parent-reports used in assessing children’s behavioral disorders are often inconvenient to collect and can be misleading due to missing information, rater biases, and limited validity. A data-driven approach to quantify behavioral disorders could alleviate these conc...

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Detalles Bibliográficos
Autores principales: O'Donovan, Rebecca, Sezgin, Emre, Bambach, Sven, Butter, Eric, Lin, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327591/
https://www.ncbi.nlm.nih.gov/pubmed/32459656
http://dx.doi.org/10.2196/18279

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327591/
https://www.ncbi.nlm.nih.gov/pubmed/32459656
http://dx.doi.org/10.2196/18279

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