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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Music generation #751

Closed Soubeer closed 2 weeks ago

Soubeer commented 1 month ago

In this project, I developed a music generation model to create new musical compositions. By training the LSTM model on a dataset of MIDI files, it learns the sequences and patterns inherent in the music. This enables the model to generate original music pieces that mimic the style and structure of the training data, showcasing the potential of networks in creative applications such as automated music composition and music style emulation.

It uses the GTZAN dataset , which is very useful and effective in this scenario, it is very large in size hence cannot be added to a repo but anyone can access it from https://www.kaggle.com/datasets/andradaolteanu/gtzan-dataset-music-genre-classification

It gives out generated music according to personal preference and likings of the user keeping in mind the qualities that the user demands.

Fixes#551

Soubeer commented 4 weeks ago

@invigorzz313 can you check this PR? Its done

Niketkumardheeryan commented 3 weeks ago

Hi @Soubeer ,great work but try to use more cells for writing your code and use h2 heading for readable code in your .ipynb . ANd add result in you reame.md file

Soubeer commented 3 weeks ago

@Niketkumardheeryan Sir, the code is labelled with comments at every cell..if I break it more , it will be more confusing to understand.

and for the results,it is in audio format, so it cannot be inserted in readme but is present immediately at position when the .ipynb file is opened.

Soubeer commented 3 weeks ago

@Niketkumardheeryan can you check my task pls ? I have provided the reasons for the changes you asked me.

Niketkumardheeryan commented 3 weeks ago

@Soubeer you can use a cell for particular functions and comment accordingly, And please download generated sound and attach in readme,

Soubeer commented 3 weeks ago

@Niketkumardheeryan Made both the changes-Made different cells for diff functions but had to keep the classes together else they wont work..but both have comments.

Added audio files in MOV format in readme