The invention discloses a voice query method and device,
computer equipment and a storage medium, and the method comprises the steps: receiving a scene query instruction containing a scene identifier,and obtaining source
voice data; inputting the trained
deep learning pinyin recognition model, and outputting
pinyin sequence data according to the extracted voice
pinyin features; searching a keyword pinyin string matched with the pinyin string contained in the pinyin sequence data from a pinyin dictionary matched with the scene identifier, replacing the keyword pinyin string with a keyword corresponding to the keyword pinyin string matched with the keyword pinyin string, and recording the keyword pinyin string as pinyin conversion data; inputting the pinyin conversion data into a
language recognition model, predicting predicted
Chinese characters according to
word meaning characteristics, and obtaining final
voice data; and inputting, obtaining a query result through the
SQL statement conversion model, and displaying the query result. According to the invention, professional terms in the
voice data of the user can be quickly, accurately and automatically recognized, and the recognition accuracy and the user experience satisfaction are improved.