TorchDIVA: An extensible computational model of speech production built on an open-source machine learning library

Sean P. Kinahan; Julie M. Liss; Visar Berisha

doi:10.1371/journal.pone.0281306

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Open Access

Peer-reviewed

Research Article

TorchDIVA: An extensible computational model of speech production built on an open-source machine learning library

Sean P. Kinahan ,

Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: skinahan@asu.edu

Affiliations College of Health Solutions, Arizona State University, Tempe, Arizona, United States of America, School of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe, Arizona, United States of America

https://orcid.org/0000-0002-2369-4063

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Julie M. Liss,

Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

Affiliation College of Health Solutions, Arizona State University, Tempe, Arizona, United States of America
⨯
Visar Berisha

Roles Conceptualization, Funding acquisition, Supervision, Validation, Writing – review & editing

Affiliations College of Health Solutions, Arizona State University, Tempe, Arizona, United States of America, School of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe, Arizona, United States of America
⨯

TorchDIVA: An extensible computational model of speech production built on an open-source machine learning library

Sean P. Kinahan,
Julie M. Liss,
Visar Berisha

Published: February 17, 2023
https://doi.org/10.1371/journal.pone.0281306

About the Authors

Sean P. Kinahan

Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: skinahan@asu.edu

Affiliations College of Health Solutions, Arizona State University, Tempe, Arizona, United States of America, School of Electrical, Computer, and Energy Engineering, Arizona State University, Tempe, Arizona, United States of America

https://orcid.org/0000-0002-2369-4063

Julie M. Liss

Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

Affiliation College of Health Solutions, Arizona State University, Tempe, Arizona, United States of America

Visar Berisha

Roles Conceptualization, Funding acquisition, Supervision, Validation, Writing – review & editing

Competing Interests

The authors have declared that no competing interests exist.

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Speech
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Speech signal processing
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Acoustic signals
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Machine learning
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Audio signal processing
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Motor cortex
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Neural networks
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Simulation and modeling
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