The invention provides a voice recognition method and device, equipment and a storage medium, and relates to the field of
artificial intelligence, in particular to the technical field of voice. According to the specific implementation scheme, the method comprises the steps of firstly, using
a domain-confrontation-based phonetic
feature extraction model to extract phonetic features of target domain
voice data, wherein the domain-confrontation-based phonetic
feature extraction model comprises a phonetic
feature extraction part and
a domain classification part, the domain classification part introduces confrontation through a gradient reverse layer to fuzz field characteristics of linguistic features; then, extracting voice recognition target features of the target domain
voice data; and then, according to the phonetic characteristics and the
speech recognition target characteristics, jointly determining a
speech recognition result of the target speech data. Therefore, the influence caused by the characteristics of the speaker, such as age, gender, tone and the like, can be better reduced, so that the
speech recognition is more accurate, and the speech recognition is easier to migrate from one field to another field.