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Mandarin Chinese speech recognition by pediatric cochlear implant users.

机译:小儿人工耳蜗使用者的普通话语音识别。

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摘要

OBJECTIVES: Because of difficulties associated with pediatric speech testing, most pediatric cochlear implant (CI) speech studies necessarily involve basic and simple perceptual tasks. There are relatively few studies regarding Mandarin-speaking pediatric CI users' perception of more difficult speech materials (e.g., words and sentences produced by multiple talkers). Difficult speech materials and tests necessarily require older pediatric CI users, who may have different etiologies of hearing loss, duration of deafness, CI experience. The present study investigated how pediatric CI patient demographics influence speech recognition performance with relatively difficult test materials and methods. METHODS: In this study, open-set recognition of multi-talker (two males and two females) Mandarin Chinese disyllables and sentences were measured in 37 Mandarin-speaking pediatric CI users. Subjects were grouped according to etiology of deafness and previous acoustic hearing experience. Group 1 subjects were all congenitally deafened with little-to-no acoustic hearing experience. Group 2 subjects were not congenitally deafened and had substantial acoustic hearing experience prior to implantation. Multiple linear regression analyses were performed within each group using subject demographics such as age at implantation and age at testing. RESULTS: Pediatric CI performance was generally quite good. For Group 1, mean performance was 82.3% correct for disyllables and 82.8% correct for sentences. For Group 2, mean performance was 76.6% correct for disyllables and 84.4% correct for sentences. For Group 1, multiple linear regression analyses showed that age at implantation predicted disyllable recognition, and that age at implantation and age at testing predicted sentence recognition. For Group 2, neither age at implantation nor age at testing predicted disyllable or sentence recognition. Performance was significantly better with the female than with the male talkers. CONCLUSIONS: Consistent with previous studies' findings, early implantation provided a significant advantage for profoundly deaf children. Performance for both groups was generally quite good for the relatively difficult materials and tasks, suggesting that open-set word and sentence recognition may be useful in evaluating speech performance with older pediatric CI users. Differences in disyllable recognition between Groups 1 and 2 may reflect differences in adaptation to electric stimulation. The Group 1 subjects developed speech patterns exclusively via electric stimulation, while the Group 2 subjects adapted to electric stimulation relative to previous acoustic patterns.
机译:目标:由于与儿科语音测试相关的困难,大多数儿科人工耳蜗(CI)语音研究必然涉及基本和简单的感知任务。很少有关于讲普通话的儿科CI用户对较困难的语音材料(例如,由多个谈话者产生的单词和句子)的感知的研究。困难的语音材料和测试必然需要年龄较大的儿科CI用户,他们可能有不同的病因,包括听力下降,耳聋持续时间,CI经历。本研究调查了相对困难的测试材料和方法,儿科CI患者的人口统计信息如何影响语音识别性能。方法:在这项研究中,对37名会说普通话的儿童CI用户,测量了多说话者(两名男性和两名女性)普通话二声字节和句子的开放式识别。根据耳聋的病因和以前的听觉经验将受试者分组。第一组的受试者均先天性耳聋,几乎没有听觉。第2组受试者在植入前没有先天性耳聋,并且具有丰富的听觉经验。使用受试者的人口统计数据(例如植入时的年龄和测试时的年龄)在每个组中进行了多次线性回归分析。结果:小儿CI表现总体良好。对于第1组,平均表现在双音节上正确率为82.3%,在句子上正确率为82.8%。对于第二组,平均表现为二字节正确率为76.6%,句子为84.4%。对于第1组,多项线性回归分析表明,植入时的年龄预测了音节识别,而植入时的年龄和测试时的年龄预测了句子识别。对于第2组,既没有植入年龄,也没有测试预测的双音节或句子识别年龄。女性说话者的表现明显好于男性说话者。结论:与先前的研究结果一致,早期植入为重度聋的儿童提供了显着的优势。对于相对困难的材料和任务而言,两组的表现通常都很好,这表明开放式单词和句子识别对于评估老年儿童CI用户的语音表现可能很有用。第1组和第2组之间在音节识别方面的差异可能反映了对电刺激的适应差异。第一组的受试者仅通过电刺激来发展语音模式,而第二组的受试者则相对于先前的声音模式适应了电刺激。

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