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Defined.ai is the leading provider of ethical AI data, offering the world’s biggest ethical AI data marketplace alongside subscriptions for flexible data access and custom services. With deep expertise in artificial intelligence and machine learning, Defined.ai delivers high-quality, ethically sourced training data, enabling companies to accelerate their AI solutions with data that is secure, bias-free, and compliant with ethical and legal standards.
"By training on Defined.ai’s speech datasets, our customer cut their ASR models' WER by three-quarters or more, dropping from 5–8% down to 0–2% in all five locales."
“Our results are really promising. Whisper-large-v3 starts with a WER of 18% on the validation dataset: huge compared to ~4.5% WER with generalist French datasets. We fine-tuned it and later …
"Several layers of preventative measures were put in place to detect and prevent workers from employing substandard practices, dishonest behavior, or generating results that do not meet the desired quality …
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