Many but not all deep neural network audio models capture brain responses and exhibit correspondence between model stages and brain regions

• Greta Tuckute ,

  Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

  * E-mail: gretatu@mit.edu (GT); jfeather@mit.edu (JF); jhm@mit.edu (JHM)

  ¶‡ These authors share first authorship on this work.

  Affiliations Department of Brain and Cognitive Sciences, McGovern Institute for Brain Research MIT, Cambridge, Massachusetts, United States of America, Center for Brains, Minds, and Machines, MIT, Cambridge, Massachusetts, United States of America

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• Jenelle Feather ,

  Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

  * E-mail: gretatu@mit.edu (GT); jfeather@mit.edu (JF); jhm@mit.edu (JHM)

  ¶‡ These authors share first authorship on this work.

  Affiliations Department of Brain and Cognitive Sciences, McGovern Institute for Brain Research MIT, Cambridge, Massachusetts, United States of America, Center for Brains, Minds, and Machines, MIT, Cambridge, Massachusetts, United States of America

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• Dana Boebinger,

  Roles Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Brain and Cognitive Sciences, McGovern Institute for Brain Research MIT, Cambridge, Massachusetts, United States of America, Center for Brains, Minds, and Machines, MIT, Cambridge, Massachusetts, United States of America, Program in Speech and Hearing Biosciences and Technology, Harvard, Cambridge, Massachusetts, United States of America, University of Rochester Medical Center, Rochester, New York, New York, United States of America

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• Josh H. McDermott

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: gretatu@mit.edu (GT); jfeather@mit.edu (JF); jhm@mit.edu (JHM)

  Affiliations Department of Brain and Cognitive Sciences, McGovern Institute for Brain Research MIT, Cambridge, Massachusetts, United States of America, Center for Brains, Minds, and Machines, MIT, Cambridge, Massachusetts, United States of America, Program in Speech and Hearing Biosciences and Technology, Harvard, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-3965-2503

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