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Contribute from anywhere with new video tasks, audio tasks in more languages, and faster withdrawals.
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Conversational voice data exposes a subtle failure mode in many ASR pipelines. The metric says the data is bad, but human reviewers say the audio is clear.
Often the issue isn’t transcription quality itself, but that the evaluation stack wasn’t built for turn-taking, silence,
A fascinating look at the challenge ahead for physical AI.
Exactly what we're building: the pipeline to collect high-quality real-world data at the scale physical AI demands.
World Labs CEO Dr. Fei-Fei Li & SceniX Co-Founder Yunzhu Li on the data bottleneck in robotics and how world models help:
"The lack of data in training, the lack of data in evaluation, this is very, very different from language models, where data is abundant on the internet."
Quality audio is necessary for earning on Numo.
For the best submissions possible, let's cover:
1. Recording environment
2. Voice clarity
3. Technical considerations
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More big updates.
Korea's biggest fintech giant, @toss__official, is bringing its 30M users into the AI data economy with @psdnai in its first ever AI/Web3 partnership.
Numo will soon be a mini-app within Toss.