Audio Classification - Multilayer Neural Networks using TensorFlow
82.2% Accuracy, Input data: 8732 samples of 4s, Test size: 20% of total
- Audio data extraction to .npz
- Audio Plot
- Model checkpoint save to fast compare
/audio-data-extraction/feature-extraction-metadata.py - Time execution: 1h 5m /audio-data-extraction/feature-extraction-bruteloop.py - Time execution: 1h 19m /multilayer-neural-network-data-variation.py - Time execution: 11m 48s, 82.2% accuracy /multilayer-neural-network.py - Time execution: 13m 17s, 76% accuracy /multilayer-neural-network.ipynb - Time execution: 11m , 72.7% accuracy /neural-network-adam.py - {Method} xX% accuracy
[Speech Recognition]https://medium.com/@ageitgey/machine-learning-is-fun-part-6-how-to-do-speech-recognition-with-deep-learning-28293c162f7a#.8pg5nc6tb