8000 GitHub - muskanmahajan37/DeepLearningForAudioWithPython: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.
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Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

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MIT license
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20 Commits
1-Course overview/slides
1-Course overview/slides
 
 
10-Understanding audio data for deep learning/slides
10-Understanding audio data for deep learning/slides
 
 
11- Preprocessing audio data for deep learning/code
11- Preprocessing audio data for deep learning/code
 
 
12- Music genre classification: Preparing the dataset/code
12- Music genre classification: Preparing the dataset/code
 
 
13- Implementing a neural network for music genre classification
13- Implementing a neural network for music genre classification
 
 
14- Solving overfitting in neural networks
14- Solving overfitting in neural networks
 
 
15- How does a convolutional neural network work/slides
15- How does a convolutional neural network work/slides
 
 
16- How to implement a CNN for music genre classification/code
16- How to implement a CNN for music genre classification/code
 
 
17- Recurrent Neural Networks explained easily/slides
17- Recurrent Neural Networks explained easily/slides
 
 
18- LSTM networks explained easily/slides
18- LSTM networks explained easily/slides
 
 
19- How to implement an RNN-LSTM for music genre classification/code
19- How to implement an RNN-LSTM for music genre classification/code
 
 
2-Ai, machine learning and deep learning/slides
2-Ai, machine learning and deep learning/slides
 
 
3-Implementing an artificial neuron from scratch
3-Implementing an artificial neuron from scratch
 
 
4- Vector and matrix operations/slides
4- Vector and matrix operations/slides
 
 
5- Computation in neural networks/slides
5- Computation in neural networks/slides
 
 
6- Implementing a neural network from scratch/code
6- Implementing a neural network from scratch/code
 
 
7- Bagkpropagation and gradient descent/slides
7- Bagkpropagation and gradient descent/slides
 
 
8- Training a neural network: Implementing back propagation from scratch/code
8- Training a neural network: Implementing back propagation from scratch/code
 
 
9- How to imlement a simple neural network with TensorFlow/code
9- How to imlement a simple neural network with TensorFlow/code
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 

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Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

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