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Language & Communication

Why does speech recognition software struggle more with dysarthric speech, even when phonetic errors are normalized?

A)Higher acoustic model perplexity
B)Disrupted phrasal isochrony patterns
C)Reduced feature vector dimensionality
D)Increased source-channel entropy mismatch

💡 Explanation

Dysarthric speech often has irregular timing between stressed syllables, thus disrupting the regular phrasal isochrony patterns that speech recognition models are trained on. The software struggles, therefore, because of impaired rhythmicity, rather than merely phonetic errors or acoustic perplexity.

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