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Racial disparities in automated speech recognition [Computer Sciences]
Proceedings of the National Academy of Sciences of the United States of America ( IF 9.4 ) Pub Date : 2020-04-07
Allison Koenecke, Andrew Nam, Emily Lake, Joe Nudell, Minnie Quartey, Zion Mengesha, Connor Toups, John R. Rickford, Dan Jurafsky, Sharad Goel

Automated speech recognition (ASR) systems, which use sophisticated machine-learning algorithms to convert spoken language to text, have become increasingly widespread, powering popular virtual assistants, facilitating automated closed captioning, and enabling digital dictation platforms for health care. Over the last several years, the quality of these systems has dramatically improved, due...

中文翻译:

自动语音识别中的种族差异[计算机科学]

使用复杂的机器学习算法将口语转换为文本的自动语音识别(ASR)系统已经变得越来越普及,它为流行的虚拟助手提供了支持,为自动隐藏字幕提供了便利,并为医疗保健提供了数字听写平台。在过去的几年中,由于...的出现,这些系统的质量已大大提高。
更新日期:2020-04-08
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