LibriSpeech and Common Voice evaluation sentences leak into the Pile, and controlled LLM pretraining experiments show that contamination biases output probabilities even when error rates barely change.
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Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition
LibriSpeech and Common Voice evaluation sentences leak into the Pile, and controlled LLM pretraining experiments show that contamination biases output probabilities even when error rates barely change.