The embodiment of the invention discloses a stereo echo cancellation method and
terminal equipment. The method comprises the following steps: acquiring a plurality of first
microphone signals and a plurality of
loudspeaker signals; respectively carrying out time-
frequency conversion,
feature extraction, sub-band
decomposition and
feature fusion on the plurality of first
microphone signals and the plurality of
loudspeaker signals to obtain low sub-band combined features and high sub-band combined features; inputting the low sub-band combined features and the high sub-band combined features into a neural
network model, and outputting a plurality of amplitude spectrum
gain factors; a plurality of second
microphone signals is generated based on the plurality of amplitude spectrum
gain factors and the plurality of first microphone signals. According to the method and the device, the high-low sub-band combined features are obtained through
feature fusion of the microphone signals and the
loudspeaker signals, the echo-removed microphone signals are generated through the
gain factors output by the neural
network model,
processing such as inter-channel
decorrelation is not needed, the complexity of an
algorithm is reduced, and the tone quality is improved.