v1.0

wingbeats 1.0

Date: 8.04.2021

😎 New Features

wingbeats package containing following libraries:

• processing: tools for pre- and postprocessing audio signals
• modelling: classes for building ML models, evaluation metrics, hypertuning functions
• xai: tools for explainability experiments e.g. saliency maps, pixel flipping

💪 Fixed Issues

• dealing with NaNs in spectrograms
• array access through index during TensorFlow's Eager Execution
• modifying layers in static graph of a loaded model

🚀 Improvements

Added script for downloading and splitting large datasets only once.

📚 Additional Resources

Project website (in German)