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A fork of the original PANN paper repository focused on enabling parallel execution of the HDF5 packing utility scripts.

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DavidEnriqueNieves/multiprocessing_audioset_tagging_cnn

 
 

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Multiprocessing for HDF5 packing features from audioset_tagging_cnn

The scripts that pack audio files into HDF5 files from the PANN paper are quite useful. However, one upgrade I sought out was running the packing in parallel since the AudioSet dataset is most usable when separated into a number of HDF5 files, not just one giant file.

I realize now that multiprocessing for this application may have been excessive... However, it has significantly reduced the packing time.

This is a modified version of the original repo which allows for one to pack the HDF5 files in parallel. Here is a screenshot of it in action:

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A fork of the original PANN paper repository focused on enabling parallel execution of the HDF5 packing utility scripts.

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  • Python 90.5%
  • Jupyter Notebook 6.2%
  • Shell 3.3%