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METHOD AND SYSTEM OF AUTOMATIC LANGUAGE RECOGNITION USING A-POSTERIORI TRUST POINTS

机译:使用后验信任点的自动语言识别方法和系统

摘要

Systems, articles and methods include automatic speech recognition techniques using a posteriori confidence scores. The method includes receiving a plurality of frames of audio sequence with human-language audio data, wherein individual frames of the plurality of frames each have a frame term that is a segment of human speech, wherein one or more frame terms form a single phoneme; Receiving frame values, wherein individual frame values are associated with a different frame term and used to form acoustic scores for a phoneme; Determining which frame terms are associated with a candidate utterance of a language model; Generating a plurality of probabilities, each probability being an individual acoustic model statement, wherein one of the frame terms is associated with the utterance, each frame term being provided separately to an acoustic model having multiple acoustic model statements; and Determining a confidence score of the utterance to be used to determine whether the utterance is likely to match the actual speech recorded on the frames, comprising combining the probabilities of the frame terms associated with the utterance.
机译:系统,文章和方法包括使用后验置信度得分的自动语音识别技术。该方法包括:接收具有人类语言音频数据的音频序列的多个帧,其中,多个帧中的各个帧均具有作为人类语音的一部分的帧项,其中一个或多个帧项形成单个音素。接收帧值,其中各个帧值与不同的帧项相关联,并用于形成音素的声乐分数;确定哪些框架术语与语言模型的候选话语相关联;产生多个概率,每个概率是一个单独的声学模型陈述,其中一个框架项与发声相关联,每个框架项分别提供给具有多个声学模型陈述的声学模型;确定将用于确定所述话语是否可能与记录在所述帧上的实际语音匹配的话语的置信度得分,包括组合与所述话语相关的帧项的概率。

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