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Classroom Contents
Deep Learning in Audio for Absolute Beginners: From No Experience to a Deployed Model
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- 1 Intro
- 2 Outline
- 3 Myths
- 4 Datasets
- 5 Virtual Analog Modeling
- 6 Neural Networks
- 7 Fir Filter
- 8 Recurrent Neural Network
- 9 Neural Network in Audio
- 10 Loss Function
- 11 Gradient Descent
- 12 Hyper Parameters
- 13 Epochs
- 14 Validation
- 15 Application
- 16 Spice Software
- 17 Code Base
- 18 Resources
- 19 Conclusion
