基于机器学习鸟声识别算法研究进展

申小虎, 朱翔宇, 史洪飞, 王传之

Research progress of birdsong recognition algorithms based on machine learning

Xiaohu Shen, Xiangyu Zhu, Hongfei Shi, Chuanzhi Wang

图1 鸟声识别算法发展历程。DTW: 动态时间规整; SVM: 支持向量机; CNN: 卷积神经网络; DNN: 深度神经网络。

Fig. 1 Development history of birdsong recognition algorithms. DTW, Dynamic time warping; SVM, Support vector machine; CNN, Convolutional neural networks; DNN, Deep neural network.