Noise identification method, device and equipment and computer storage medium

The embodiment of the invention provides a noise recognition method and device, equipment and a computer storage medium, and the method comprises the steps: obtaining to-be-recognized voice data, wherein the voice data comprises morpheme data and text-to-text data; performing vector conversion on the first feature value of the morpheme data and the second feature value of the converted text data to respectively obtain first feature vectors of a target preset dimension representing a word level in the morpheme data and the converted text data; extracting a second feature vector of a target preset dimension representing semantics in the converted text data through a preset intention model; calculating an attention score of the converted text data and each preset intention based on a preset intention model, wherein the attention score represents a category feature of the converted text data; and performing dichotomy processing on the first feature vector, the second feature vector and the category feature throug