Upon the publishing of the AI Act by the European Commission in April 2021, we ran the first-ever pilot of a real-world application of the high-risk system compliance within the RAISE carried out at Eindhoven University of Technology in 2021-2023. Due to the novelty of the proposal, we created our own methodology applying legal rules and ethical principles in the context of trustworthy AI, aiming to build a responsible hearing aid device based on neural networks. We wrote an article presenting our method in relation to the assessment of a public voice dataset and the creation of a new data governance compliance framework.
Read the preprint here: https://www.researchgate.net/publication/378766668_RAISE_legal_and_ethical_assessment_of_data_sets_for_machine_learning-based_hearing_aids_applications_in_light_of_the_AI_Act
Index Terms—AI, European Law, Data Science, Data sets, AI Ethics, AI Law, GDPR, neural networks, Trustworthy AI