The invention discloses a TCN-based vehicle-mounted sound equipment
equalizer compensation method and
system, and relates to the technical field of vehicle-mounted
electronic equipment, and the method comprises the steps: playing a test
signal in a vehicle-mounted environment, collecting a distorted
time domain waveform affected by an acoustic environment in a vehicle through a
microphone, and carrying out the preprocessing of the distorted
time domain waveform; inputting the processed waveform into a time
convolution network, extracting multi-scale
time sequence features, and predicting to obtain a first half segment coefficient of a
linear phase FIR filter after global average
pooling and full connection layer mapping; carrying out symmetrical overturning splicing on the front half segment coefficient, constructing a complete
linear phase FIR filter coefficient, and carrying out
direct current gain normalization
processing; and finally, carrying out one-dimensional
convolution operation on the normalized FIR filter coefficient and an original
audio signal, and outputting an equalized
audio signal subjected to
frequency response compensation. According to the invention, the adaptive
equalization compensation of the vehicle-mounted audio
system is realized, and the tone
quality performance and the hearing experience are remarkably improved while the
linear phase characteristic is ensured.