Why does formant analysis struggle to accurately classify vowels spoken in helium-rich atmospheres?

💡 Explanation

Formant frequencies shift because the speed of sound in helium is higher, altering resonance patterns within the vocal tract; therefore, formants shift to higher frequencies, making them unrecognizable to systems trained on typical speech patterns, rather than due to vocal cord mechanics or perception shifts.

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