Have you ever tried to fine-tune a speech recognition system on your accent only to find that, while it recognizes your voice well, it fails to detect words spoken by others? This is common in speech recognition systems that have trained on hundreds of thousands of hours of speech. In large-scale automatic speech recognition (ASR), a system may perform well in many but not all scenarios.
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