Research and implementation of birdsong recognition system based on WeChat mini program
Birds play a crucial role in ecosystems,but the traditional ways of studying and monitoring birds are inefficient.In order to solve this problem,this paper develops a birdsong recognition system integrated into a WeChat mini-program using the Flask framework and deep neural network.The system employs sound recognition technology to identify birdsongs automatically.Users can record or upload the bird song audio files through the mini-program.The system then automatically preprocesses and ex-tracts features from the audio,and use a trained CNN model for the recognition of bird songs.In addition,the system provides func-tionalities like a bird dictionary and visualization tools for data monitoring for the users to look up or display.
flask frameworkWeChat mini programbirdsong recognitionCNN model
NETL
NSTL
万方数据
维普
