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Crowdsourced Audio and Video Data Collection for a Leading Social Media Company

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m9c2aeb4

Crowdsourced Audio and Video Data Collection for a Leading Social Media Company

PDF
Case Study

Crowdsourced Audio and Video Data Collection for a Leading Social Media Company

Our client, a leading social media company, wanted to test the fairness and robustness of their machine learning model by creating an open-source dataset. They partnered with us to collect thousands of audio and video samples from a diverse group of participants. 

How We Do It

  • Crowd Recruitment: We came up with a multi-faceted approach by creating personalized messaging to recruit 13 diverse groups of participants from India, the Philippines, and Vietnam through various marketing efforts.
  • Crowdsourced Data Collection: We conducted in-person events in India and the Philippines to attract more participants.
  • Data Quality: We ran manual and automated checks against all submitted data.
  • Data Management & Security: We ensured all captured data were handled according to appropriate privacy and security guidelines.

The Results

  • 13 Different demographic groups covered
  • 86.8% Participant Approval Rate
  • 11,056 Videos approved and delivered to the client
  • 11,800+ TaskVerse sign-ups through organic and marketing efforts

Download our case study, Crowdsourced Audio, and Video Data Collection for a Leading Social Media Company, to learn more about the custom operations framework we implemented for our client’s machine learning models.

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    Crowdsourced Audio and Video Data Collection for a Leading Social Media Company

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