Three instruments for evaluating AI audio tools: professional usefulness, creator-protection strength, and commercial disclosure

The three evaluation instruments used in the research report at 10.5281/zenodo.23476695, self-published and deposited in an open repository, with a DOI. They are a six-criterion Professional Usefulness scale with published anchors and a consent gate for voice technologies, a creator-protection evaluation with five columns and three 0-3 ratings, and a twenty-field commercial-disclosure checklist. They are published so that the report’s ratings can be checked, disputed or reproduced against the same anchors. The instruments have been applied by one analyst and have not been scored by a second rater. Section 7 gives the inter-rater protocol. Section 8 states the limitations, including that the band thresholds were reconstructed and may not reproduce every published rating, and that the creator-protection ratings are the author’s assessment, not legal advice.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-30
DOI
https://doi.org/10.5281/zenodo.23479196
Primary Topic
Law, AI, and Intellectual Property
Type
article
Field-Weighted Citation Impact
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article

Three instruments for evaluating AI audio tools: professional usefulness, creator-protection strength, and commercial disclosure

Roberto Horacio Aramburu
1 links
Zenodo (CERN European Organization for Nuclear Research)
Law, AI, and Intellectual Property
article

Three instruments for evaluating AI audio tools: professional usefulness, creator-protection strength, and commercial disclosure

Roberto Horacio Aramburu
article en

Abstract

The three evaluation instruments used in the research report at 10.5281/zenodo.23476695, self-published and deposited in an open repository, with a DOI. They are a six-criterion Professional Usefulness scale with published anchors and a consent gate for voice technologies, a creator-protection evaluation with five columns and three 0-3 ratings, and a twenty-field commercial-disclosure checklist. They are published so that the report’s ratings can be checked, disputed or reproduced against the same anchors. The instruments have been applied by one analyst and have not been scored by a second rater. Section 7 gives the inter-rater protocol. Section 8 states the limitations, including that the band thresholds were reconstructed and may not reproduce every published rating, and that the creator-protection ratings are the author’s assessment, not legal advice.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 14%
Law, AI, and Intellectual Property
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