The embodiment of the invention discloses a bowel sound recognition method based on deep learning and related devices. The method comprises the steps that wearable equipment acquires bowel sound dataof an object to be recognized, the bowel sound data is subjected to an audio processing operation to obtain a speech frame sequence corresponding to the bowel sound data, the speech frame sequence isinput into a bowel sound recognition model for processing, and a target bowel sound type corresponding to the speech frame sequence is output, wherein the bowel sound recognition model is used for determining the bowel sound type corresponding to the speech frame sequence. By means of the embodiment, the bowel sound type of the object to be recognized can be recognized, and the accuracy of the bowel sound recognition is improved.