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Vowels are generally characterized by the location (along the frequency spectrum) and relative strength of vocal formants. I'm unsure about the spectral characteristics of consonants, but you can get information about manner of articulation by looking at the amplitude envelope.

Voicing should be easy to discern from the frequency spectrum. I imagine that unvoiced phonemes have a much narrower band of frequencies.

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