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VOICE KEYWORD IDENTIFICATION METHOD, APPARATUS AND DEVICE AND COMPUTER READABLE STORAGE MEDIUM

机译:语音关键词识别方法,装置和装置以及计算机可读存储介质

摘要

A voice keyword identification method, apparatus and device, and a computer readable storage medium. The voice keyword identification method comprises: receiving an input voice signal (101); extracting audio features in the voice signal (102); calculating, according to the audio features, the probabilities of keywords to an acoustics model, a pronunciation dictionary and a language model by utilizing the acoustics model, the pronunciation dictionary and the language model; determining whether a probability is greater than a threshold; if a probability is greater than the threshold, counting the number of the keywords corresponding to the probability; and if the number of the keywords corresponding to the probability is one, using the keyword corresponding to the probability as a keyword identification result. After the probabilities of possible keywords are calculated, a keyword corresponding to the probability greater than the threshold is used as the keyword identification result, thus improving keyword identification rate.
机译:语音关键词识别方法,装置和设备以及计算机可读存储介质。语音关键词识别方法包括:接收输入语音信号(101);以及提取语音信号中的音频特征(102);根据语音特征,利用声学模型,发音词典和语言模型计算关键词对声学模型,发音词典和语言模型的概率;确定概率是否大于阈值;如果概率大于阈值,则计算该概率对应的关键词数量;如果所述概率对应的关键词个数为1,则使用所述概率对应的关键词作为关键词识别结果。在计算出可能的关键词的概率后,将与大于阈值的概率对应的关键词用作关键词识别结果,从而提高了关键词识别率。

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