Automatic, computer-based speech assessment on edentulous patients with and without complete dentures - preliminary results

被引:22
作者
Stelzle, F. [1 ]
Ugrinovic, B. [2 ]
Knipfer, C. [1 ]
Bocklet, T. [1 ,3 ]
Noeth, E. [3 ]
Schuster, M. [4 ]
Eitner, S. [2 ]
Seiss, M. [1 ]
Nkenke, E. [1 ]
机构
[1] Univ Erlangen Nurnberg, Dept Oral & Maxillofacial Surg, D-91054 Erlangen, Germany
[2] Univ Erlangen Nurnberg, Dept Prosthodont, D-91054 Erlangen, Germany
[3] Univ Erlangen Nurnberg, Dept Comp Sci, Chair Pattern Recognit, D-91054 Erlangen, Germany
[4] Univ Erlangen Nurnberg, Dept Phoniatr & Pediat Audiol, D-91054 Erlangen, Germany
关键词
speech quality; automatic speech recognition; objective speech assessment; edentulism; complete dentures; oral rehabilitation; CLEFT-PALATE; INTELLIGIBILITY; RECOGNITION; PROSTHESES; MORPHOLOGY; CHILDREN; SURGERY; CANCER; SOUNDS;
D O I
10.1111/j.1365-2842.2009.02047.x
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
P>Dental rehabilitation of edentulous patients with complete dentures includes not only aesthetics and mastication of food, but also speech quality. It was the aim of this study to introduce and validate a computer-based speech recognition system (ASR) for automatic speech assessment in edentulous patients after dental rehabilitation with complete dentures. To examine the impact of dentures on speech production, the speech outcome of edentulous patients with and without complete dentures was compared. Twenty-eight patients reading a standardized text were recorded twice - with and without their complete dentures in situ. A control group of 40 healthy subjects with natural dentition was recorded under the same conditions. Speech quality was evaluated by means of a polyphone-based ASR according to the percentage of the word accuracy (WA). Speech acceptability assessment by expert listeners and the automatic rating of the WA by the ASR showed a high correlation (corr = 0 center dot 71). Word accuracy was significantly reduced in edentulous speakers (55 center dot 42 +/- 13 center dot 1) compared to the control group's WA (69 center dot 79 +/- 10 center dot 6). On the other hand, wearing complete dentures significantly increased the WA of the edentulous patients (60 center dot 00 +/- 15 center dot 6). Speech production quality is significantly reduced after complete loss of teeth. Reconstitution of speech production quality is an important part of dental rehabilitation and can be improved for edentulous patients by means of complete dentures. The ASR has proven to be a useful and easily applicable tool for automatic speech assessment in a standardized way.
引用
收藏
页码:209 / 216
页数:8
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