DocumentCode :
838614
Title :
A new insight into postsurgical objective voice quality evaluation: application to thyroplastic medialization
Author :
Manfredi, Claudia ; Peretti, Giorgio
Author_Institution :
Dept. of Electron. & Telecommun., Univ. degli Studi di Firenze, Italy
Volume :
53
Issue :
3
fYear :
2006
fDate :
3/1/2006 12:00:00 AM
Firstpage :
442
Lastpage :
451
Abstract :
This paper aims at providing new objective parameters and plots, easily understandable and usable by clinicians and logopaedicians, in order to assess voice quality recovering after vocal fold surgery. The proposed software tool performs presurgical and postsurgical comparison of main voice characteristics (fundamental frequency, noise, formants) by means of robust analysis tools, specifically devoted to deal with highly degraded speech signals as those under study. Specifically, we address the problem of quantifying voice quality, before and after medialization thyroplasty, for patients affected by glottis incompetence. Functional evaluation after thyroplastic medialization is commonly based on several approaches: videolaryngostroboscopy (VLS), for morphological aspects evaluation, GRBAS scale and Voice Handicap Index (VHI), relative to perceptive and subjective voice analysis respectively, and Multi-Dimensional Voice Program (MDVP), that provides objective acoustic parameters. While GRBAS has the drawback to entirely rely on perceptive evaluation of trained professionals, MDVP often fails in performing analysis of highly degraded signals, thus preventing from presurgical/postsurgical comparison in such cases. On the contrary, the new tool, being capable to deal with severely corrupted signals, always allows a complete objective analysis. The new parameters are compared to scores obtained with the GRBAS scale and to some MDVP parameters, suitably modified, showing good correlation with them. Hence, the new tool could successfully replace or integrate existing ones. With the proposed approach, deeper insight into voice recovering and its possible changes after surgery can thus be obtained and easily evaluated by the clinician.
Keywords :
acoustic signal processing; bioacoustics; medical signal processing; speech; surgery; GRBAS scale; formants; fundamental frequency; glottis incompetence; highly degraded speech signals; logopaedicians; morphological aspects evaluation; multidimensional voice program; noise; perceptive voice analysis; postsurgical objective voice quality evaluation; subjective voice analysis; thyroplastic medialization; videolaryngostroboscopy; vocal fold surgery; voice handicap index; Application software; Degradation; Frequency; Noise robustness; Performance analysis; Signal analysis; Software tools; Speech analysis; Speech enhancement; Surgery; Acoustic signal analysis; formants; fundamental frequency; noise measurements; voice quality; Diagnosis, Computer-Assisted; Humans; Laryngoscopy; Postoperative Care; Prognosis; Recovery of Function; Reproducibility of Results; Sensitivity and Specificity; Severity of Illness Index; Sound Spectrography; Treatment Outcome; Vocal Cord Paralysis; Vocal Cords; Voice Disorders; Voice Quality;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2005.864495
Filename :
1597494
Link To Document :
بازگشت