The present application relates to the field of
noise reduction technology, in particular to a kind of adaptive
noise reduction method,
system and equipment, wherein the method comprises: obtaining mixed
audio signal and dividing into short-
time segment, after normalizing short-
time segment, the normalized short-time energy and normalized change intensity of short-
time segment are calculated, the short-time segment after normalization is converted into
spectrogram and input into light time-frequency
feature extraction network, and
noise state
feature set is output by extraction network;The comprehensive
score of short-time segment in noise state
feature set is calculated, the starting segment of change, the change influence range and the
change type are determined, and the state change description of noise is constructed;The normalized
processing intensity of state change description is calculated,
noise reduction execution item is constructed,
noise reduction execution scheme is generated by sorting
noise reduction execution item;For each noise reduction execution item in noise reduction execution scheme, time-domain audio is overlapped and spliced according to the original
time sequence of short-time segment, and noise reduction output
signal is output.