Haicai Lin

Research on Dog Bark Recognition Algorithm Based on Mel-Frequency Cepstral Coefficients and Lightweight Neural Network

Dog barks serve as key bioacoustic signals for pet monitoring and urban noise early warning. Conventional recognition methods suffer severe feature distortion in noisy environments, while deep learning models carry excessive parameters and slow edge inference. This work proposes an algorithm combining spectral entropy-...