Automatic detection of consonant omission in cleft palate speech

2018 ◽  
Vol 22 (1) ◽  
pp. 59-65
Author(s):  
Ling He ◽  
Xiyue Wang ◽  
Jing Zhang ◽  
Qi Liu ◽  
Heng Yin ◽  
...  
Keyword(s):  
Cleft Palate ◽  
Automatic Detection ◽  
Cleft Palate Speech

scholarly journals Automatic detection of pharyngeal fricative in cleft palate speech

2018 ◽  
Vol 246 ◽  
pp. 03007
Author(s):  
Fei He ◽  
Geyi Zhou ◽  
Xinyi He ◽  
Heng Yin ◽  
Ling He
Keyword(s):  
Cleft Palate ◽  
Nearest Neighbor ◽  
Automatic Detection ◽  
Acoustic Parameter ◽  
Detection Accuracy ◽  
K Nearest Neighbor ◽  
Acoustic Feature ◽  
Nearest Neighbor Classifier ◽  
Cleft Palate Speech ◽  
Neighbor Classifier

Pharyngeal fricative occurs during the production of consonants, which makes the consonants lose or weaken in cleft palate speech. In clinical application, the automatic detection of pharyngeal fricative in cleft palate speech could provide objective and effective assistant aids for speech language pathologists. In this paper, a novel acoustic parameter is proposed to detect the existence of pharyngeal fricative in cleft palate speech. This proposed acoustic feature ICPD (Independent Consonant Prominent Distribution) reflects the movement of mouth and tongue. The experimental results show that normal fricative has the higher ICPD. The extracted ICPD feature is combined with k-nearest neighbor classifier to achieve the automatic detection of pharyngeal fricative. The proposed system is tested on 127 speech samples recorded by cleft palate patients and 94 by normal speakers of controls. The overall pharyngeal fricative detection accuracy is around 90%.

Automatic detection of glottal stop in cleft palate speech

2018 ◽  
Vol 39 ◽  
pp. 230-236 ◽  
Author(s):  
Ling He ◽  
Jing Zhang ◽  
Qi Liu ◽  
Junpeng Zhang ◽  
Heng Yin ◽  
...  
Keyword(s):  
Cleft Palate ◽  
Automatic Detection ◽  
Cleft Palate Speech ◽  
Glottal Stop

Cleft palate speech

Public Health ◽  
1934 ◽  
Vol 48 (2) ◽  
pp. 84
Keyword(s):  
Cleft Palate ◽  
Cleft Palate Speech
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