Deep Audio Segmenter

DAS is a method for automatically annotating song from raw audio recordings based on a deep neural network. DAS can be used with a graphical user interface, from the terminal, or from within python scripts.

Version 0.32.12 is the final TensorFlow-backed release of DAS. To keep using the TensorFlow version after later releases, install das==0.32.12.

If you have questions, feedback, or find bugs please raise an issue.

Please cite DAS as:

Elsa Steinfath, Adrian Palacios, Julian Rottschäfer, Deniz Yuezak, Jan Clemens (2021). Fast and accurate annotation of acoustic signals with deep neural networks. eLife

See the documentation at https://janclemenslab.org/das/ for instructions on how to install DAS and for a user guide:

Acknowledgements

The following packages were modified and integrated into das:

  • Keras implementation of TCN models modified from keras-tcn (in das.tcn)
  • Trainable STFT layer implementation modified from kapre (in das.kapre)

See the sub-module directories for the original READMEs.

Project links

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  • Released:
Newer release available (0.33.0)

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Credits

Author: Jan Clemens

License

Apache Software License

Requires

Python >=3.10

Provides Extra

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