Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System
2018-04-19Code Available0· sign in to hype
Stefan Kahl, Thomas Wilhelm-Stein, Holger Klinck, Danny Kowerko, Maximilian Eibl
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- github.com/kahst/BirdCLEF-BaselineOfficialIn papernone★ 0
- github.com/Vish-Khadilkar/Bird_KNN_SVM_RF_CNN_ENnone★ 0
- github.com/Vish-Khadilkar/Bird_CNNnone★ 0
Abstract
Reliable identification of bird species in recorded audio files would be a transformative tool for researchers, conservation biologists, and birders. In recent years, artificial neural networks have greatly improved the detection quality of machine learning systems for bird species recognition. We present a baseline system using convolutional neural networks. We publish our code base as reference for participants in the 2018 LifeCLEF bird identification task and discuss our experiments and potential improvements.