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You're reading from  Data Labeling in Machine Learning with Python

Product typeBook
Published inJan 2024
PublisherPackt
ISBN-139781804610541
Edition1st Edition
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Author (1)
Vijaya Kumar Suda
Vijaya Kumar Suda
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Vijaya Kumar Suda

Vijaya Kumar Suda is a seasoned data and AI professional boasting over two decades of expertise collaborating with global clients. Having resided and worked in diverse locations such as Switzerland, Belgium, Mexico, Bahrain, India, Canada, and the USA, Vijaya has successfully assisted customers spanning various industries. Currently serving as a senior data and AI consultant at Microsoft, he is instrumental in guiding industry partners through their digital transformation endeavors using cutting-edge cloud technologies and AI capabilities. His proficiency encompasses architecture, data engineering, machine learning, generative AI, and cloud solutions.
Read more about Vijaya Kumar Suda

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Ethical implications of audio data

Handling audio data raises several ethical implications and challenges, and it’s crucial to address them responsibly. Here are some key considerations:

  • Privacy concerns:

    Audio surveillance: The collection and processing of audio data, especially in the context of voice recordings or conversations, can pose significant privacy risks. Users should be informed about the purpose of data collection, and explicit consent should be obtained.

    Sensitive information: Audio recordings may unintentionally capture sensitive information such as personal conversations, medical discussions, or confidential details. The careful handling and protection of such data is essential.

  • Informed consent:

    Clear communication: Individuals should be informed about the collection, storage, and usage of their audio data. Transparency about how the data will be processed and for what purposes is crucial for obtaining informed consent.

    Opt-in mechanisms: Users should...

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Data Labeling in Machine Learning with Python
Published in: Jan 2024Publisher: PacktISBN-13: 9781804610541

Author (1)

author image
Vijaya Kumar Suda

Vijaya Kumar Suda is a seasoned data and AI professional boasting over two decades of expertise collaborating with global clients. Having resided and worked in diverse locations such as Switzerland, Belgium, Mexico, Bahrain, India, Canada, and the USA, Vijaya has successfully assisted customers spanning various industries. Currently serving as a senior data and AI consultant at Microsoft, he is instrumental in guiding industry partners through their digital transformation endeavors using cutting-edge cloud technologies and AI capabilities. His proficiency encompasses architecture, data engineering, machine learning, generative AI, and cloud solutions.
Read more about Vijaya Kumar Suda