node-red-contrib-oscar-bird-sound-classifier 0.1.3

Bird sound classifier service

npm install node-red-contrib-oscar-bird-sound-classifier

Bird Sound Classification

This node is in dev. Predictions might still not be reliable enough.

This is a plug-and-play tool to perform bird sound classification with Deep Learning. The PREDICT method expects an audio file as input (or the url of a audio file) and will return a JSON with the top 5 predictions. Most audio file formats are supported (see FFMPEG compatible formats). We use the Xenocanto dataset [1] which has around 350K samples covering 10K species. As an initial assessment we have trained the model on the 73 most popular species, which account for roughly 20% of all observations.

Node Info

Version: 0.1.3
Updated 1 week, 3 days ago
License: ISC
Rating: not yet rated

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Keywords

  • node-red
  • upv
  • oscar
  • grycap
  • bird sound classifier
  • audio-bird-service
  • audio-bird
  • audio
  • bird
  • AI4EOSC

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