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Method of testing a vocabulary word being enrolled in a speech recognition system

机译:测试语音识别系统中注册的词汇的方法

摘要

A method of testing a new vocabulary word is performed using any set of enrollment utterances provided by the user or from an available database. The present method preferably does not use separate training and similarity test utterances. This allows any or all available repetitions of a vocabulary word being enrolled to be used for training (204), therefore improving the robustness of the trained models. Likewise, any or all training repetitions can also be utilized for similarity analysis (212), providing additional test samples which should further improve the detection of acoustically similar words. Additionally, the similarity analysis progresses incrementally and does not need to continue if a confusable word is found. Finally, first and second thresholds could be employed (212, 302) to provide greater flexibility for a user training a speech recognition system.
机译:使用由用户或从可用数据库提供的任何一组注册话语来执行测试新词汇的方法。本方法优选地不使用单独的训练和相似性测试话语。这允许将所注册的词汇词的任何或所有可用重复用于训练(204),因此提高了训练模型的鲁棒性。同样,任何或所有训练重复也可以用于相似性分析(212),从而提供附加的测试样本,这应该进一步改善对声学相似词的检测。此外,相似性分析会逐步进行,如果发现可混淆的单词,则无需继续进行。最后,可以采用第一和第二阈值(212、302),以为训练语音识别系统的用户提供更大的灵活性。

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