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Performance of Nonlinear Energy Difference Ratio and Voice Type Component Profile Across Phoneme, Relative Sound
Ashvath Madhushankar1, Jakob R Holm1, Kelly Y Shih1
1Department of Otolaryngology-Head and Neck Surgery, University of Wisconsin School of Medicine and Public Health Madison, Wisconsin.
Nonlinear energy difference ratio (NEDR) is a stable acoustic measure for voice classification across different conditions. Voice type component profile (VTCP) is less reliable, especially in noisy environments or at low intensities.
Area of Science:
- Speech science
- Acoustic analysis
- Voice disorders
Background:
- Nonlinear energy difference ratio (NEDR) and voice type component profile (VTCP) are established acoustic metrics for voice classification.
- Their reliability across varying vocal intensities, speech sounds, and recording environments requires thorough investigation for clinical application.
Purpose of the Study:
- To evaluate the effectiveness of NEDR and VTCP under real-world variability.
- To determine the clinical diagnostic potential of these acoustic measures.
Main Methods:
- Thirty-one adults produced sustained vowels and fricatives at five sound pressure levels.
- Acoustic samples were analyzed to compute NEDR and VTCP values.
- Repeated-measures ANOVA tested the effects of intensity, sound type, and environment.
Main Results:
- NEDR demonstrated stability across vowels and voiced fricatives, with minor deviations at very soft phonation and with the voiceless fricative /s/.
- VTCP showed higher sensitivity to low intensities and noisy environments, leading to misclassification of healthy voices.
- NEDR proved more robust than VTCP across different recording environments.
Conclusions:
- NEDR exhibits stability across vocal intensity, phoneme type, and recording environments, indicating potential clinical utility, including telepractice.
- Further validation is needed for NEDR, particularly concerning its performance at very low intensities and with voiceless fricatives in disordered populations.
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