Deconstructing demographic bias in speech-based machine learning models for digital health

IntroductionMachine learning (ML) algorithms have been heralded as promising solutions to the realization of assistive systems in digital healthcare, due to their ability to detect fine-grain patterns that are not easily perceived by humans. Yet, ML algorithms have also been critiqued for treating i...

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Main Authors: Michael Yang (Author), Abd-Al (Author), Theodora Chaspari (Author)
Format: Book
Published: Frontiers Media S.A., 2024-07-01T00:00:00Z.
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