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腭裂康复手术客观评价的研究——应用塞音检测的方法

Objective evaluation of surgery for cleft palate based on detection of plosive consonants

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【作者】 胡琦赵庆卫马莲颜永红

【Author】 HU Qi;ZHAO Qingwei;MA Lian;YAN Yonghong;Key Laboratory of Speech Acoustics and Content Understanding,Institute of Acoustics Chinese Academy of Sciences;Institute of Information Science,Beijing Jiaotong University;Peking University School of Stomatology;

【机构】 中国科学院声学研究所语言声学与内容理解重点实验室北京交通大学信息科学研究所北京大学口腔医学院

【摘要】 针对腭裂患者易出现塞音弱化或消失的现象,提出了一种基于塞音段爆破能量检测的腭裂康复手术客观评价方法。该方法采用类听觉的滤波器组作为处理前端,并对处理后得到的信号在其各子带内分别计算塞音除阻过程中的能量变化率。对腭裂组和术后对照组的平均子带能量变化率进行了比对,结果表明腭裂组在高频段(子带中心频率从209.8 Hz至8000 Hz)具有较小的除阻能量变化率。对不送气清塞音/d/、/b/进行了实验,Logistic回归表明提出的方法与主观判听一致性在音节/di/和/bu/上分别达到88.9%和90.27%。

【Abstract】 By considering the weak form or disappearance of plosive consonants in cleft palate speech,an approach is proposed for automatic diagnosis about if a children’s palate is right,or to evaluate if a cleft palate surgery is successful.An auditory filter-bank is used as front-end processor.Then,the energy variation during the release phase of stops within each sub-band is estimated.When the average energy variation within each subband from the cleft palate group and post-palatoplasty group is compared,characteristics of the cleft palate group are identified as decreased energy variation in high frequency bands(209.8 Hz to 8000 Hz).Logistic regression reveals a high consistence(88.9%for syllable /di/,90.27%for syllable /bu/) between the proposed method and subject evaluation.

【基金】 国家自然科学基金(60875014,60772039)资助项目
  • 【分类号】R782.22
  • 【被引频次】1
  • 【下载频次】93
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