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Code and results to accompany the paper, 'Identifying Bird Species by their Calls in Soundscapes'

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KyleMaclean/Bird-Calls-Soundscapes

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Explanation of repository:

cluster/

  • scripts to run notebooks
  • documentation for cluster usage
  • configuration for custom version of cmake
  • script for downloading Kaggle data in bulk
  • scripts for installing boost
  • lightgbm analysis logs
  • documentation for cmake
  • Python library requirements specification document
  • code to start a persistent jupyter lab server which is accessible from the public internet

diagrams/

draft visualisation components for the Dissertation Paper; they were transferred into vectorised graphics (see tikz/)

ensembles/

spreadsheets describing the constitution of the different multilabel classifier ensembles

lib/

code which was publicly shared by the competitors and reused in our solutions

notebooks/

the code used to define and train the various solution components; to run them, data from the Kaggle website is required

results/

spreadsheets containing summarised results from our experiments

tikz/

python code to generate vectorised graphics for LATEX

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Code and results to accompany the paper, 'Identifying Bird Species by their Calls in Soundscapes'

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