The need for speech data to power voice technology is growing at an exponential rate. As a result, many LSPs have pivoted to collecting, transcribing, and labeling speech data. In this panel discussion, Summa Linguae Technologies’ Data Solutions experts explore the future opportunities, challenges, and potential solutions for the speech data industry, including:

• Growing use cases and scenarios for speech data

• Custom-collected vs. off-the-shelf speech data sets

• Remote vs. in-field speech collection

• Crowd collection and management technology

• Annotation challenges and solutions

• Ethical/inclusive speech collection

• Crowd privacy and security

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