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Kowsya/Polyphonic_Music_Generation_using_MuseGAN

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App README

title: MuseGAN Hybrid Music Generator emoji: 🎵 colorFrom: blue colorTo: orange sdk: gradio sdkversion: 4.0.0 appfile: app.py pinned: false ---

🎵 MuseGAN — Hybrid Music Generator

Generates original polyphonic piano music by fusing:

  • —🎻 Classical harmony (JSB Bach Chorales — 382 songs)
  • —🎸 Pop rhythm (POP909 Dataset — 909 songs)

Using a Generative Adversarial Network (MuseGAN).

Files needed in this Space

FileDescription
app.pyGradio interface
requirements.txtPython dependencies
generator.kerasTrained model (download from Colab after training)

How to get generator.keras

  1. 1.Run the Colab notebook completely
  2. 2.In Colab Files panel → navigate to /content/saved_model/
  3. 3.Right-click generator.keras → Download
  4. 4.Upload it here

Student Info

  • —Name: Kowsya Mutkundu
  • —Roll: 25P0620007
  • —Course: Deep Learning & Generative AI Lab

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference