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A Novel Speech Processing Algorithm for Cochlear Implant Based on Selective Fundamental Frequency Control

机译:基于选择性基本频率控制的人工耳蜗语音处理新算法

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The speech recognition ability of most CI users in noisy environment remains quite poor, especially for those who speak tonal language, such as Mandarin. Based on the results of the acoustic research on Mandarin, a novel algorithm using fundamental frequency was proposed, adding the principle of frequency bands selection. Using this principle F0 was encoded only in the selected frequency bands, which was confirmed effectively in acoustic simulation experiments with white noise or mixed speech environment. Compared with the traditional algorithm which only transmitted envelope cues, this novel strategy achieved remarkable improvement no matter adopting Mandarin vowels, words, sentences or mixed sentences. What's more, the amount of transmission in this algorithm decreased to 62.5% compared with similar algorithms which transmit fundamental frequency in full channels.
机译:大多数CI用户在嘈杂的环境中的语音识别能力仍然很差,特别是对于那些会说声调语言(例如普通话)的用户。在对普通话进行声学研究的基础上,提出了一种基于基频的算法,并增加了频段选择的原则。使用该原理,仅在选定的频带中对F0进行编码,这在具有白噪声或混合语音环境的声学模拟实验中得到了有效证实。与仅传送包络线索的传统算法相比,无论采用普通话元音,单词,句子或混合句子,该新颖策略均取得了显着改进。而且,与在全信道中传输基本频率的类似算法相比,该算法的传输量减少到62.5%。

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