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SPATS: Speech Perception Assessment and Training System

机译:SPATS:语音感知评估和培训系统

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摘要

A software system, SPATS (patent pending), that tests and trains important bottom-up and combined bottom-up/top-down speech-perception skills is described. Bottom-up skills are the abilities to identify the constituents of syllables: onsets, nuclei, and codas in quiet and noise as produced by eight talkers. Top-down skills are the abilities to use knowledge of linguistic context to identify words in spoken sentences. The sentence module in SPATS emphasizes combined bottom-up/top-down abilities in perceiving sentences in noise. The word-initial onsets, stressed nuclei, and word-final codas are ranked in importance and grouped into subsets based on their importance. Testing utilizes random presentation of all the items included in a subset. Training in Quiet (SNR = 40 dB) or in Noise (SNR = 5 dB), is adaptively focused on individual listener’s learnable items of intermediate difficulty. Alternatively, SNR-adaption training uses Kaernbach’s algorithm to find the SNR required for a target percent correct. The unique sentence module trains the combination of bottom-up (hearing) with top-down (use of linguistic context) abilities to identify words in meaningful sentences in noise. Scoring in the sentence module is objective and automatic.
机译:描述了一种软件系统SPATS(正在申请专利),该系统测试和培训重要的自下而上和自下而上/自上而下的语音感知技能。自下而上的技巧是识别八个音节产生的音节成分的能力:安静,嘈杂的音节,中枢和尾声。自上而下的技能是使用语言环境知识来识别口头句子中的单词的能力。 SPATS中的句子模块强调自下而上/自上而下的组合能力,以感知噪音中的句子。单词初始的开始,强调的原子核和单词最后的尾声按重要性排序,并根据其重要性分组。测试利用子集中包含的所有项目的随机表示。安静(SNR = 40 dB)或噪音(SNR = 5 dB)的培训自适应地集中于个别听众的中等难度的可学习项目。另外,SNR适应训练使用Kaernbach的算法来找到目标百分比正确所需的SNR。独特的句子模块训练了自下而上(听力)与自上而下(使用语言环境)能力的组合,以识别噪音中有意义的句子中的单词。句子模块中的评分是客观且自动的。

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