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Language & Communication

A speech recognition system in a noisy factory struggles to transcribe worker instructions, using spectrogram analysis. What processing causes consistent errors even after noise reduction algorithms are applied?

A)Insufficient training data size
B)Inadequate feature extraction methods
C)Over-reliance on acoustic models only
D)Phoneme masking by residual noise

💡 Explanation

Phoneme masking explains the speech recognition errors because residual noise after initial processing obscures specific speech sounds, leading to misinterpretation; therefore, even a well-trained system fails, rather than feature extraction issues or limited datasets preventing recognition in cleaner scenarios.

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