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A Danish Nonsense Word Corpus for Phoneme Recognition Measurements

机译:一个丹麦胡说单词语料库,用于音素识别测量

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摘要

Signal processing algorithms intended to improve speech intelligibility are common, e.g. in hearing aids. Due to the spectral and temporal variations between speech segments, the effect of such processing is likely to vary across the signal. To facilitate the analysis of these varyingeffects, a Danish speech corpus for measuring the perception of individual phonemes was developed. More than 1150 nonsense words were created according to a common template and audio-visually recorded with two male and two female talkers. Carrier sentences were also recorded. The audio recordingsof all words were presented to ten normal-hearing listeners to ensure that phoneme recognition scores under optimal conditions were close to 100%. Accepted words were compiled into test lists with different characteristics. These lists were evaluated with seven normal-hearing listeners todetermine norm data and to investigate memory effects. The speech recognition thresholds (SRTs) of the test lists varied between –7 to –0.9 dB signal-to-noise ratio (SNR) depending on list type and talker. The recognition score sensitivity to the SNR was 5.2 to 8.9%/dB. Memoryeffects were small and not significant. The presented speech materials seem well suited for measuring phoneme recognition scores and thus for assessing signal processing effects that vary across speech segments.
机译:旨在改善语音可懂度的信号处理算法是常见的,例如,在助听器中。由于语音段之间的光谱和时间变化,这种处理的效果可能会在信号上变化。为了促进这些变化效应的分析,开发了一种用于测量对单个音素的感知的丹麦语音语料库。根据一个共同的模板和音频 - 视觉上记录了1150多个无意义的单词,用两个男性和两个女性讲话者。还记录了承运人句。所有单词的音频记录都呈现给十个正常听觉听众,以确保在最佳条件下的音素识别分数接近100%。被接受的单词被编制到具有不同特征的测试列表中。这些列表被迄今为止七个正常数值数据进行评估,并调查记忆效果。测试列表的语音识别阈值(SRT)根据列表类型和讲话者而变化-7至-0.9dB的信噪比(SNR)。识别对SNR的敏感性为5.2至8.9%/ dB。记忆效应小而且没有重要。呈现的语音材料似乎非常适合测量音素识别分数,从而评估跨语音段各不相同的信号处理效果。

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