The invention discloses a
hearing aid speech enhancement method and device based on
artificial intelligence, and a medium, and relates to the technical field of speech
signal processing, and the method comprises the steps: inputting a standardized
speech enhancement input feature into a direction
perception high-frequency
speech enhancement model, extracting a coding feature through a shared coding part in the direction
perception high-frequency speech enhancement model, and carrying out the recognition of the coding feature; determining a target sound source direction through a
direction information generation part in a direction
perception high-frequency speech enhancement model, converting the target sound source direction into direction-related information, and combining the direction-related information with the encoding features to generate direction enhancement features; and inputting the direction enhancement feature into a high-frequency
recovery part of a direction perception high-frequency speech enhancement model, performing enhancement
processing on a high-
frequency band corresponding to the target sound source to obtain high-frequency enhancement data, and compensating the high-frequency enhancement data according to the
audiogram of the wearer to obtain individualized high-frequency enhancement
frequency domain amplitude data. According to the invention, the recognition capability of the wearer on the target voice is improved.