CNN-LSTM_for_AMT

The Data folder in this project is not usable. For whole dataset, go to google drive link: https://drive.google.com/drive/folders/1jT1FVvRrFn_mrtsc8eEBPzCZ50dOMRSG?usp=sharing

The code includes some .py files

preprocessing.py serves to read music pieces for dataset and convert to spectrom and label files, save them

data_loader.py serves to load the spectrom and label files of each sample, then cut them, and prepare for future use in CNN

conv.py defines a CNN net and loss function

main.py serves to train the CNN and validate it

visualize.py serves to convert from output to transcription image

Name		Name	Last commit message	Last commit date
Latest commit History 65 Commits
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
new_code		new_code
AMT Main.ipynb		AMT Main.ipynb
ConvNet.ipynb		ConvNet.ipynb
Data Loader.ipynb		Data Loader.ipynb
Learning PyTorch.ipynb		Learning PyTorch.ipynb
PreProcessing Data.ipynb		PreProcessing Data.ipynb
README.md		README.md
Test Notebook.ipynb		Test Notebook.ipynb
Test-Notebook-withdemo - GPU.ipynb		Test-Notebook-withdemo - GPU.ipynb
Test-Notebook-withdemo.ipynb		Test-Notebook-withdemo.ipynb
Test-Notebook-withdemo_GPU.py		Test-Notebook-withdemo_GPU.py
Test_withdemo_convonly.py		Test_withdemo_convonly.py
Test_withdemo_convonly_GPU.py		Test_withdemo_convonly_GPU.py
conv.py		conv.py
data_loader.py		data_loader.py
main.py		main.py
preprocessing.py		preprocessing.py
project-copy.py		project-copy.py
project-new-local.py		project-new-local.py
project.py		project.py
visualize.py		visualize.py

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