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Speech recognition system using shared speech models for multiple recognition processes

机译:使用共享语音模型进行多种识别过程的语音识别系统

摘要

A method of operating a speech recognition system. The method loads a speech model from a storage facility into a memory accessible by a processor. This loading step includes two steps. A first of these steps loads process-independent state data representative of a plurality of states of the speech model. A second of these steps loads process- specific state data representative of the plurality of states of the speech model. The speech recognition system then performs a first speech recognition process with the processor by accessing the process- independent state data and a first portion of the process-specific state data. The speech recognition system also performs a second speech recognition process with the processor, where the second process also accesses the process-independent state data but further accesses a second portion of the process-specific state data different than the first portion of the process-specific state data. The speech model data may be the states, transitions, and scores of a Hidden Markov Model or pointers to the model may be loaded. In response to a third recognition process, loading a third portion of process-specific data invalidates the first portion.
机译:一种操作语音识别系统的方法。该方法将语音模型从存储设施加载到处理器可访问的存储器中。该加载步骤包括两个步骤。这些步骤中的第一步骤加载代表语音模型的多个状态的与过程无关的状态数据。这些步骤中的第二个加载代表语音模型的多个状态的特定于过程的状态数据。语音识别系统然后通过访问独立于进程的状态数据和特定于进程的状态数据的第一部分来与处理器执行第一语音识别过程。语音识别系统还与处理器一起执行第二语音识别过程,其中第二过程还访问与过程无关的状态数据,但进一步访问与过程特定的第一部分不同的过程特定状态数据的第二部分状态数据。语音模型数据可以是隐马尔可夫模型的状态,转变和分数,或者可以加载指向模型的指针。响应于第三识别过程,加载过程特定数据的第三部分会使第一部分无效。

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