Cross-correlation for detection for audio signal

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I want to detect the stuttering syllables from an audio signal file.
Does the Cross-correlation technique work in for this problem??
I'm thinking like that: split the audio signal and compare the stuttering syllables only with other ones which also represent stuttering syllables.
Thank you in advance.

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