The invention discloses a
Bluetooth hearing-aid earphone optimization method and
system for adaptive hearing compensation. The method comprises the following steps: S1, acquiring a personalized hearing curve of a user and background audio data of left and right ears in each typical scene, and respectively preprocessing the background audio data; s2, extracting time-frequency fusion features of each typical scene, generating scene feature vectors, and constructing a scene
feature vector library; s3, calculating a scene
perception conversion vector, an abrupt change risk vector and a smooth
gain vector; s4, calculating a binaural
gain change vector, a binaural synchronous entropy vector, a
phase alignment factor vector and a left and right ear cooperative
gain vector; and S5, according to the left and right ear cooperative gain vectors,
processing the background audio data after left and right ear preprocessing in the current scene, and outputting the processed background audio data to the
Bluetooth hearing-aid earphone. According to the invention, the problem of gain abrupt change generated during scene switching of the existing
Bluetooth hearing-aid earphone and the problem of
spatial perception distortion caused by binaural coordination imbalance can be solved.