Embodiments of the present application provide a
speech recognition method and device,
electronic equipment and storage medium, at least applied to the field of
artificial intelligence and
speech recognition, wherein the method comprises: performing vector coding
processing on the audio
feature vector of the speech to be recognized to obtain an audio coding vector; performing classification
processing on the audio coding vector to obtain a
prediction probability distribution of each predicted character in a preset vocabulary corresponding to each speech frame in the speech to be recognized; performing
pruning processing on the audio coding vector based on the
prediction probability distribution to obtain a pruned audio coding vector; and performing
speech recognition on the speech to be recognized based on the pruned audio coding vector to obtain a speech recognition result. Through the present application, the decoding calculation amount in the speech recognition process can be reduced, the decoding efficiency can be improved, and thus the speech recognition efficiency can be improved.