Ethical considerations related to personal data collection and reuse: trust and transparency in language and speech technologies

Amid rapid technological advancements in the contemporary digital landscape, the integrity of data management significantly influences organizational trustworthiness. Compliance with ethical norms and concepts is critical for maintaining confidentiality in language and speech technologies, emphasizing ethical considerations in the collection and use of personal data. Building trust in new technologies, including language and speech technologies, requires timely and responsible handling of personal data. This study aims to evaluate the ethical norms and associated risks involved in the process of collecting personal data. It includes an examination of core ethical principles, such as consent, transparency, fairness, and accountability, and how compliance with these principles can be ensured. The research employs a mixed methodology, incorporating literature review and ethical analysis. Ethical considerations are a significant part of the development and deployment of language and speech technologies. This includes respecting user privacy and transparency, eliminating algorithmic bias to enhance trust, and encouraging responsible innovation. Additionally, adherence to regulations such as the GDPR and CCPA is essential for protecting user rights. This study provides an overview of the ethical benefits and decisions associated with data management practices within speech technologies. It highlights the relevance of ethical principles in the development of language and speech technologies. By recognizing the importance of confidentiality, responsibility, and justice, this approach fosters trust and contributes to the responsible development and proper use of these transformative technologies. The findings emphasize the need for further research, regulatory supervision, and proactive ethical practices to navigate the digital era.