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Artificial intelligence has become one of the most influential technologies of the twenty-first century. Researchers and engineers are constantly developing new algorithms capable of understanding human language, recognizing speech, and analyzing large amounts of data in real time. However, evaluating the performance of these systems requires carefully designed experiments. For example, a speech recognition model must be tested using audio recordings with different accents, speaking speeds, and

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