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SYSTEM AND METHOD FOR PROVIDING AN ACOUSTIC GRAMMAR TO DYNAMICALLY SHARPEN SPEECH INTERPRETATION

机译:提供声学语法以动态锐化语音解释的系统和方法

摘要

The system and method described herein may provide an acoustic grammar to dynamically sharpen speech interpretation. In particular, the acoustic grammar may be used to map one or more phonemes identified in a user verbalization to one or more syllables or words, wherein the acoustic grammar may have one or more linking elements to reduce a search space associated with mapping the phonemes to the syllables or words. As such, the acoustic grammar may be used to generate one or more preliminary interpretations associated with the verbalization, wherein one or more post-processing techniques may then be used to sharpen accuracy associated with the preliminary interpretations. For example, a heuristic model may assign weights to the preliminary interpretations based on context, user profiles, or other knowledge and a probable interpretation may be identified based on confidence scores associated with one or more candidate interpretations generated with the heuristic model.
机译:本文描述的系统和方法可以提供声学语法以动态地增强语音解释。特别地,声学语法可以用于将在用户口头语言中识别的一个或多个音素映射到一个或多个音节或单词,其中,声学语法可以具有一个或多个链接元素,以减少与将音素映射到其相关联的搜索空间。音节或单词。这样,声学语法可以用于生成与言语化相关的一个或多个初步解释,其中然后可以使用一种或多种后处理技术来提高与初步解释相关的准确性。例如,启发式模型可以基于上下文,用户简档或其他知识将权重分配给初步解释,并且可以基于与由启发式模型生成的一个或多个候选解释相关联的置信度分数来识别可能的解释。

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