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Krisp released an open benchmark and dataset showing that voice isolation reduces word error rates in speech-to-text models by 73%, with significant improvements across workplace and call-center recordings.
An evaluation of leading STT models on 1000+ noisy real-world clips reveals most perform poorly in noisy environments, with DG Nova performing best. Applying noise cancellation significantly improves accuracy.