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2016 Interspeech INTERSPEECH 2016

Effects of Stress on Fricatives: Evidence from Standard Modern Greek

This study investigates the effects of stress on the spectral properties of fricative noise in Standard Modern Greek (SMG). Twenty female speakers of SMG participated in the study. Fricatives were produced in stressed and unstressed positions in two vowel place positions: back and front vowels. Acoustic measurements were taken and the temporal and spectral properties of fricatives — using spectral moments — were calculated. Stressed fricatives are produced with increased duration, center of gravity, standard deviation, and normalized intensity. The machine learning and classification algorithm C5.0 has been employed to estimate the contribution of the temporal and spectral parameters for the classification of fricatives. Overall, duration and center of gravity contribute the most to the classification of stressed vs. unstressed fricatives.

🚀 Conference Pioneer - Interspeech 2016
🌉 Interdisciplinary Bridge - Artificial Intelligence and Interdisciplinary and Speech & Audio
🐣 Hot Topic Early Bird - machine learning

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