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Title: GitHub - musikalkemist/pytorchforaudio: Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel. · GitHub

Open Graph Title: GitHub - musikalkemist/pytorchforaudio: Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.

X Title: GitHub - musikalkemist/pytorchforaudio: Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.

Description: Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel. - musikalkemist/pytorchforaudio

Open Graph Description: Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel. - musikalkemist/pytorchforaudio

X Description: Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel. - musikalkemist/pytorchforaudio

Opengraph URL: https://github.com/musikalkemist/pytorchforaudio

X: @github

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39 Commits	https://github.com/musikalkemist/pytorchforaudio/commits/main/
	https://github.com/musikalkemist/pytorchforaudio/commits/main/
01 Course overview	https://github.com/musikalkemist/pytorchforaudio/tree/main/01%20Course%20overview
01 Course overview	https://github.com/musikalkemist/pytorchforaudio/tree/main/01%20Course%20overview
02 Training a feed forward network	https://github.com/musikalkemist/pytorchforaudio/tree/main/02%20Training%20a%20feed%20forward%20network
02 Training a feed forward network	https://github.com/musikalkemist/pytorchforaudio/tree/main/02%20Training%20a%20feed%20forward%20network
03 Making predictions	https://github.com/musikalkemist/pytorchforaudio/tree/main/03%20Making%20predictions
03 Making predictions	https://github.com/musikalkemist/pytorchforaudio/tree/main/03%20Making%20predictions
04 Creating a custom dataset	https://github.com/musikalkemist/pytorchforaudio/tree/main/04%20Creating%20a%20custom%20dataset
04 Creating a custom dataset	https://github.com/musikalkemist/pytorchforaudio/tree/main/04%20Creating%20a%20custom%20dataset
05 Extracting Mel spectrograms	https://github.com/musikalkemist/pytorchforaudio/tree/main/05%20Extracting%20Mel%20spectrograms
05 Extracting Mel spectrograms	https://github.com/musikalkemist/pytorchforaudio/tree/main/05%20Extracting%20Mel%20spectrograms
06 Padding audio files	https://github.com/musikalkemist/pytorchforaudio/tree/main/06%20Padding%20audio%20files
06 Padding audio files	https://github.com/musikalkemist/pytorchforaudio/tree/main/06%20Padding%20audio%20files
07 Preprocessing data on GPU	https://github.com/musikalkemist/pytorchforaudio/tree/main/07%20Preprocessing%20data%20on%20GPU
07 Preprocessing data on GPU	https://github.com/musikalkemist/pytorchforaudio/tree/main/07%20Preprocessing%20data%20on%20GPU
08 Implementing a CNN network	https://github.com/musikalkemist/pytorchforaudio/tree/main/08%20Implementing%20a%20CNN%20network
08 Implementing a CNN network	https://github.com/musikalkemist/pytorchforaudio/tree/main/08%20Implementing%20a%20CNN%20network
09 Training urban sound classifier	https://github.com/musikalkemist/pytorchforaudio/tree/main/09%20Training%20urban%20sound%20classifier
09 Training urban sound classifier	https://github.com/musikalkemist/pytorchforaudio/tree/main/09%20Training%20urban%20sound%20classifier
10 Predictions with sound classifier	https://github.com/musikalkemist/pytorchforaudio/tree/main/10%20Predictions%20with%20sound%20classifier
10 Predictions with sound classifier	https://github.com/musikalkemist/pytorchforaudio/tree/main/10%20Predictions%20with%20sound%20classifier
.gitignore	https://github.com/musikalkemist/pytorchforaudio/blob/main/.gitignore
.gitignore	https://github.com/musikalkemist/pytorchforaudio/blob/main/.gitignore
CONTRIBUTING.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/CONTRIBUTING.md
CONTRIBUTORS.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/CONTRIBUTORS.md
CONTRIBUTORS.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/CONTRIBUTORS.md
Instructions_UrbanSound8K.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/Instructions_UrbanSound8K.md
Instructions_UrbanSound8K.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/Instructions_UrbanSound8K.md
LICENSE	https://github.com/musikalkemist/pytorchforaudio/blob/main/LICENSE
LICENSE	https://github.com/musikalkemist/pytorchforaudio/blob/main/LICENSE
README.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/README.md
README.md	https://github.com/musikalkemist/pytorchforaudio/blob/main/README.md
dataset_downloader.py	https://github.com/musikalkemist/pytorchforaudio/blob/main/dataset_downloader.py
dataset_downloader.py	https://github.com/musikalkemist/pytorchforaudio/blob/main/dataset_downloader.py
requirements.txt	https://github.com/musikalkemist/pytorchforaudio/blob/main/requirements.txt
requirements.txt	https://github.com/musikalkemist/pytorchforaudio/blob/main/requirements.txt
README	https://github.com/musikalkemist/pytorchforaudio
Contributing	https://github.com/musikalkemist/pytorchforaudio
MIT license	https://github.com/musikalkemist/pytorchforaudio
	https://github.com/musikalkemist/pytorchforaudio#pytorchforaudio
PyTorch for Audio + Music Processing	https://www.youtube.com/playlist?list=PL-wATfeyAMNoirN4idjev6aRu8ISZYVWm
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	https://github.com/musikalkemist/pytorchforaudio#note-on-versioning
legacy branch	https://github.com/musikalkemist/pytorchforaudio/tree/legacy
	https://github.com/musikalkemist/pytorchforaudio#table-of-contents
Dataset Setup (UrbanSound8K)	https://github.com/musikalkemist/pytorchforaudio#dataset-setup-urbansound8k
Course Structure	https://github.com/musikalkemist/pytorchforaudio#course-structure
1. Introduction & Basics	https://github.com/musikalkemist/pytorchforaudio#introduction--basics
2. Audio Data Processing	https://github.com/musikalkemist/pytorchforaudio#audio-data-processing
3. Sound Classification Project	https://github.com/musikalkemist/pytorchforaudio#sound-classification-project-urbansound8k
How to Run the Scripts	https://github.com/musikalkemist/pytorchforaudio#how-to-run-the-scripts
	https://github.com/musikalkemist/pytorchforaudio#dataset-setup-urbansound8k
Instructions UrbanSound8K	https://github.com/musikalkemist/pytorchforaudio/blob/main/Instructions_UrbanSound8K.md
	https://github.com/musikalkemist/pytorchforaudio#course-structure
	https://github.com/musikalkemist/pytorchforaudio#introduction--basics
Video	https://www.youtube.com/watch?v=gp2wZqDoJ1Y
Slides	https://github.com/musikalkemist/pytorchforaudio/blob/main/01%20Course%20overview/PyTorch%20for%20Audio%20and%20Music%20Processing.pdf
Video	https://www.youtube.com/watch?v=4p0G6tgNLis
Code	https://github.com/musikalkemist/pytorchforaudio/blob/main/02%20Training%20a%20feed%20forward%20network/train.py
Video	https://www.youtube.com/watch?v=0Q5KTt2R5w4
Code	https://github.com/musikalkemist/pytorchforaudio/blob/main/03%20Making%20predictions/inference.py
	https://github.com/musikalkemist/pytorchforaudio#audio-data-processing
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Code	https://github.com/musikalkemist/pytorchforaudio/blob/main/05%20Extracting%20Mel%20spectrograms/urbansounddataset.py
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Video	https://www.youtube.com/watch?v=3wD_eocmeXA
Code	https://github.com/musikalkemist/pytorchforaudio/blob/main/07%20Preprocessing%20data%20on%20GPU/urbansounddataset.py
	https://github.com/musikalkemist/pytorchforaudio#sound-classification-project-urbansound8k
Video	https://www.youtube.com/watch?v=SQ1iIKs190Q
Code	https://github.com/musikalkemist/pytorchforaudio/blob/main/08%20Implementing%20a%20CNN%20network/cnn.py
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	https://github.com/musikalkemist/pytorchforaudio#how-to-run-the-scripts
	https://github.com/musikalkemist/pytorchforaudio#1-prepare-the-environment-recommended
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