Environmental sound classification method based on WVD and the improved ResNet50

Author:

Sun Wei1ORCID,Ma Junjie2ORCID,Wang Yu3ORCID,Shi Weihao1ORCID,Xing Lu1ORCID,Zhou Zhiwei1ORCID,Ye Hong4ORCID

Affiliation:

1. Energy Internet Technology and economic Research Center, State Grid Anhui Electric Power Research Institute, China

2. Digital Work Department, State Grid Anhui Electric Power Co., Ltd., China

3. Administrative Office, State Grid Anhui Electric Power Research Institute, China

4. School of Internet, Anhui University, China

Publisher

ACM

Reference20 articles.

1. Serizel R, Bisot V, Essid S, Acoustic features for environmental sound analysis. Computational analysis of sound scenes and events, 2018: 71-101.

2. Shen G, Nguyen Q, Choi J S. An environmental sound source classification system based on mel-frequency cepstral coefficients and gaussian mixture models. IFAC Proceedings Volumes, 2012, 45(6): 1802-1807.

3. Grama L, Rusu C. Audio signal classification using linear predictive coding and random forests//2017 International conference on speech technology and human-computer dialogue (SpeD). IEEE, 2017: 1-9.

4. Dong SJ Xia ZF Pan XJ Environmental sound classification based on improved compact bilinear attention network. Digital Signal Processing.2023 41.DOI10.1016/j.dsp.2023.104170.

5. Wigner–Ville distribution and time–frequency signal analysis;Debnath L;Wavelet Transforms and Their Applications

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