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Effects of speech processing strategy on Chinese tone recognition by nucleus-24 cochlear implant users.

机译:语音处理策略对nucleus-24人工耳蜗使用者的中文音识别的影响。

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OBJECTIVE: To evaluate the effects of speech processing strategy on Chinese tone recognition by Nucleus-24 cochlear implant users. METHODS: Recognition of Chinese tones was measured with the spectral peak (SPEAK), advanced combination encoders (ACE), and continuous interleaved sampling (CIS) strategies in nine Nucleus-24 cochlear implant users. Recognition of Chinese sentences was also measured with the ACE strategy (1200 pulse-per-sec on each electrode). As the stimulation rate in the SPEAK processor is fixed at 250 pulses per sec per electrode (ppspe), only one stimulation rate was tested with the SPEAK processor. Three stimulation rates (900, 1200, and 1800 ppspe) were tested in the ACE processing conditions. Four stimulation rates (1200, 1800, 2400, and 3600 ppspe) were tested in the CIS processing conditions. Because the number of stimulating electrodes determines the stimulation rate in CIS processors, the number of electrodes was reduced from 12 to 8 to 6 to 4 to achieve stimulation rates of 1200, 1800, 2400, to 3600 pps. RESULTS: Results showed that mean Chinese tone recognition scores with the ACE and CIS strategies were significantly higher than those with the SPEAK strategy. For the ACE strategy, there was no significant difference in performance among the various stimulation rates (for the ACE processing conditions, the stimulation rate was varied while keeping the number of stimulating electrodes constant). For the CIS strategy, there was no significant difference among the various stimulation rates and electrode configurations (for the CIS processing conditions, the stimulation rate was varied by changing the number of stimulating electrodes). There was also a significant correlation between Chinese tone recognition and the recognition of everyday sentences. CONCLUSIONS: The latest-generation speech processing strategies were able to provide cochlear implant users with considerable amounts of tonal information. However, Chinese tone recognition was significantly affected by the choice in speech processing strategy. Relatively higher stimulation rates (>900 ppspe) may improve Chinese tone recognition. Furthermore, it may be necessary to develop speech processing strategies to specifically improve tone recognition, which is critical for understanding tonal languages.
机译:目的:评估语音处理策略对Nucleus-24人工耳蜗使用者对中国语气识别的影响。方法:在9个Nucleus-24人工耳蜗用户中,通过频谱峰值(SPEAK),高级组合编码器(ACE)和连续交错采样(CIS)策略来测量中文音。还使用ACE策略(每个电极1200脉冲/秒)测量中文句子的识别能力。由于SPEAK处理器中的刺激率固定为每个电极每秒250个脉冲(ppspe),因此使用SPEAK处理器仅测试一种刺激率。在ACE处理条件下测试了三种刺激速率(900、1200和1800 ppspe)。在CIS处理条件下测试了四种刺激速率(1200、1800、2400和3600 ppspe)。因为刺激电极的数量决定了CIS处理器中的刺激率,所以电极的数量从12个减少到8个,再减少到6个到4个,以实现1200、1800、2400到3600 pps的刺激率。结果:结果表明,ACE和CIS策略的平均汉语口气识别得分显着高于SPEAK策略的平均汉语识别率。对于ACE策略,各种刺激速率之间的性能没有显着差异(对于ACE处理条件,在保持刺激电极数量恒定的同时,改变刺激速率)。对于CIS策略,各种刺激率和电极配置之间没有显着差异(对于CIS处理条件,通过改变刺激电极的数量来改变刺激率)。语气识别与日常句子识别之间也存在显着相关性。结论:最新一代的语音处理策略能够为人工耳蜗用户提供大量的音调信息。然而,语音处理策略的选择极大地影响了中文语音识别。相对较高的刺激速率(> 900 ppspe)可以改善中文音调识别。此外,可能有必要开发语音处理策略以专门改善音调识别,这对于理解音调语言至关重要。

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