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Unsupervised adaptation device speech recognition using reliable information through the n-best hypothesis.

机译:通过n最佳假设使用可靠信息进行无监督自适应设备语音识别。

摘要

Apparatus voice recognition adapts a model of initial voice based on voice input from the user and comprising: a speech model that represents speech in the form of a plurality of models of speech units associated with a plurality of speech units; a device voice recognition processing on voice input from a user using said speech model to generate the N-best recognition solutions; an extraction system reliable information for analyzing said N-best recognition solutions and selecting a candidate set of reliable recognition between said N-best recognition solutions; adaptation system that uses said reliable recognition candidates to adapt said speech model.
机译:装置语音识别基于来自用户的语音输入来适配初始语音的模型,并且包括:语音模型,其以与多个语音单元相关联的语音单元的多个模型的形式来表示语音;设备语音识别处理,对用户使用所述语音模型输入的语音进行语音生成,生成N个最佳识别方案;提取系统可靠信息,用于分析所述N个最佳识别方案,并在所述N个最佳识别方案之间选择可靠识别的候选集;使用所述可靠识别候选者的自适应系统,以适应所述语音模型。

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