This paper is in the following e-collection/theme issue:

Development and Evaluation of Research Methods, Instruments and Tools (598) Machine Learning (1627) Autism Spectrum Disorder (ASD) (120) Parenting (283)

Published on in Vol 4, No 6 (2020): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/18279, first published .
Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Transfer Machine Learning

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

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

Authors of this article:

Rebecca O'Donovan1 Author Orcid Image ;   Emre Sezgin1 Author Orcid Image ;   Sven Bambach1 Author Orcid Image ;   Eric Butter2 Author Orcid Image ;   Simon Lin1 Author Orcid Image
Article Authors Cited by (3) Tweetations (9) Metrics
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Emre Sezgin, PhD Emre Sezgin, PhD @Emre_szg

Can we detect #tantrum using audio recordings collected at home? We trained and tested our scream-detection #ML mod… https://t.co/SsoopKv6MH

12:04 AM · May 28, 2020

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JMIR Publications JMIR Publications @jmirpub

JMIR Formative Res: Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Tran… https://t.co/Zem7DqLLcq

1:18 PM · Jun 16, 2020

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @jmirpub: JMIR Formative Res: Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Transfer Machin…

1:18 PM · Jun 16, 2020

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Emre Sezgin, PhD Emre Sezgin, PhD @Emre_szg

One step closer to using voice markers at home pediatrics care. Our new paper available: “Detecting Screams From Ho… https://t.co/Lo82edn0cZ

1:21 PM · Jun 16, 2020

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @Emre_szg: One step closer to using voice markers at home pediatrics care. Our new paper available: “Detecting Screams From Home Audio R…

1:21 PM · Jun 16, 2020

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Christine K Jacob Christine K Jacob @JacobChristine

RT @Emre_szg: One step closer to using voice markers at home pediatrics care. Our new paper available: “Detecting Screams From Home Audio R…

7:55 PM · Jun 16, 2020

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JMIR Publications JMIR Publications @jmirpub

RT @Emre_szg: One step closer to using voice markers at home pediatrics care. Our new paper available: “Detecting Screams From Home Audio R…

2:32 AM · Jun 17, 2020

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Machine Learning Bot Machine Learning Bot @ML_Tweet_Bot

RT @Emre_szg: One step closer to using voice markers at home pediatrics care. Our new paper available: “Detecting Screams From Home Audio R…

2:32 AM · Jun 17, 2020

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John Davisson John Davisson @johndavisson

@Iwillleavenow Yes, but only if you spring for the tantrum detection DLC: https://t.co/jHskLMweZf

4:18 PM · Jun 29, 2021

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