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This presentation explores the significance of speech datasets, emphasizing the distinctions between adult and child datasets and their roles in speech technology. We'll delve into key datasets, recognizing challenges like the creation of child datasets, including ethical concerns and developmental variability. Comparison of dataset scopes uncovers the limitations in children's data concerning fewer speakers and diversity. Addressing metadata standards and differing speech patterns highlights...