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CSETv1 Taxonomy Classifications
Taxonomy DetailsHarm Distribution Basis
race, geography
Sector of Deployment
administrative and support service activities, information and communication
CSETv1_Annotator-1 Taxonomy Classifications
Taxonomy DetailsHarm Distribution Basis
race
Sector of Deployment
administrative and support service activities
CSETv1_Annotator-2 Taxonomy Classifications
Taxonomy DetailsHarm Distribution Basis
geography, race
Sector of Deployment
information and communication
Incident Reports
Reports Timeline
![Personal voice assistants struggle with black voices, new study shows](https://res.cloudinary.com/pai/image/upload/f_auto/q_auto/c_fill,h_480/v1/reports/cdn.vox-cdn.com/thumbor/dRfYsut7hzO_F2uCeMlH3ZKzGpY=/0x0:2040x1360/1820x1213/filters:focal(857x517:1183x843):format(webp)/cdn.vox-cdn.com/uploads/chorus_image/image/66547041/dseifert_191123_3810_0011.0.jpg)
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- View the report at the Internet Archive
Speech recognition systems have more trouble understanding black users’ voices than those of white users, according to a new Stanford study.
The researchers used voice recognition tools from Apple, Amazon, Google, IBM, and Microsoft to tran…
![Racial disparities in automated speech recognition](https://res.cloudinary.com/pai/image/upload/f_auto/q_auto/c_fill,h_480/v1/reports/www.pnas.org/content/117/14/7684/F1.large.jpg)
- View the original report at its source
- View the report at the Internet Archive
Automated speech recognition (ASR) systems are now used in a variety of applications to convert spoken language to text, from virtual assistants, to closed captioning, to hands-free computing. By analyzing a large corpus of sociolinguistic …
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