Speech enhancement method based on Gaussian mixture model (GMM) noise estimation
A technology of noise estimation and speech enhancement, applied in speech analysis, speech recognition, instruments, etc., can solve problems such as inability to track non-stationary noise in real time and delay in noise estimation
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[0020] Below in conjunction with specific embodiment, further illustrate the present invention, should be understood that these embodiments are only used to illustrate the present invention and are not intended to limit the scope of the present invention, after having read the present invention, those skilled in the art will understand various equivalent forms of the present invention All modifications fall within the scope defined by the appended claims of the present application.
[0021] Such as figure 1 As shown, the speech enhancement method based on GMM noise estimation mainly includes modules such as noise estimation, spectral subtraction coefficient estimation, speech frame spectral subtraction, and non-speech frame processing. The specific implementation of each module in the drawings will be described in detail below one by one.
[0022] 1. Speech preprocessing:
[0023] Preprocess noisy speech, including windowing, framing, and FFT. The window function generally ...
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