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Speech recognition hypothesis generation according to previous occurrences of hypotheses terms and/or contextual data

机译:语音识别假设产生根据先前的假设术语和/或上下文数据

摘要

Implementations set forth herein relate to speech recognition techniques for handling variations in speech among users (e.g. due to different accents) and processing features of user context in order to expand a number of speech recognition hypotheses when interpreting a spoken utterance from a user. In order to adapt to an accent of the user, terms common to multiple speech recognition hypotheses can be filtered out in order to identify inconsistent terms apparent in a group of hypotheses. Mappings between inconsistent terms can be stored for subsequent users as term correspondence data. In this way, supplemental speech recognition hypotheses can be generated and subject to probability-based scoring for identifying a speech recognition hypothesis that most correlates to a spoken utterance provided by a user. In some implementations, prior to scoring, hypotheses can be supplemented based on contextual data, such as on-screen content and/or application capabilities.
机译:这里阐述的实施方式涉及用于处理用户之间的语音变化(例如,由于不同的复印件)和用户上下文的处理特征,以便在从用户解释说话的话语时扩展多个语音识别假设的语音识别技术。 为了适应用户的重点,可以将多个语音识别假设共同的术语过滤出,以便在一组假设中识别显而易举的术语。 可以将不一致的术语之间的映射作为术语对应数据存储在后续用户。 以这种方式,可以生成补充语音识别假设,并且经受基于概率的评分,用于识别语音识别假设,其与用户提供的口语话语相关的语音识别假设。 在某些实施方式中,在评分之前,可以基于上下文数据(例如屏幕内容和/或应用程序)来补充假设。

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