Linguistic diversity in machine learning training data: Content analysis of English and Finnish soundscape descriptions in audio captioning

• Laura Hekanaho,

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

  Affiliation University of Helsinki, Languages, Helsinki, Finland

  https://orcid.org/0000-0002-1064-6871

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• Emilia Tuuri,

  Roles Data curation, Formal analysis, Investigation, Resources, Validation, Writing – original draft, Writing – review & editing

  Affiliation Tampere University, Languages Unit, Tampere, Finland

  https://orcid.org/0000-0002-8298-6875

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• Maija Surakka,

  Roles Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Tampere University, Languages Unit, Tampere, Finland

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• Maija Hirvonen

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

  * E-mail: maija.hirvonen@tuni.fi

  Affiliation Tampere University, Languages Unit, Tampere, Finland

  https://orcid.org/0000-0002-7631-1310

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