Detection of laryngeal function using speech and electroglottographic data
| Autor: | K.S. Bae, Donald G. Childers |
|---|---|
| Rok vydání: | 1992 |
| Předmět: |
Adult
Male Larynx Glottis Sound Spectrography Speech recognition Biomedical Engineering Linear prediction Vibration Measure (mathematics) Laryngeal Diseases Distortion medicine Humans Electroglottograph Aged Mathematics Voice Disorders Electrodiagnosis Vector quantization Signal Processing Computer-Assisted Middle Aged Linear predictive coding medicine.anatomical_structure Evaluation Studies as Topic Female False alarm |
| Zdroj: | IEEE Transactions on Biomedical Engineering. 39:19-25 |
| ISSN: | 0018-9294 |
| DOI: | 10.1109/10.108123 |
| Popis: | The purpose of this research was to develop quantitative measures for the assessment of laryngeal function using speech and electroglottographic (EGG) data. Two procedures for the detection of laryngeal pathology were developed: (1) a spectral distortion measure using pitch synchronous and asynchronous methods with linear predictive coding (LPC) vectors and vector quantization (VQ), and (2) analysis of the EGG signal using time interval and amplitude difference measures. The VQ procedure was conjectured to offer the possibility of circumventing the need to estimate the glottal volume velocity waveform by inverse filtering techniques. The EGG procedure was to evaluate data that was 'nearly' a direct measure of vocal fold vibratory motion and thus was conjectured to offer the potential for providing an excellent assessment of laryngeal function. A threshold based procedure gave 75.9 and 69.0% probability of pathological detection using procedures (1) and (2), respectively, for 29 patients with pathological voices and 52 normal subjects. The false alarm probability was 9.6% for the normal subjects. > |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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