Michelle Gelman

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Quantum Music Generator

Quantum Music Generator

Nov 04, 20251 min read

  • quantum
  • PyTorch
  • optimization

MIT IQHack23 2nd Place Project: Quantum Music Generator

  • We encode sheet music into a quantum circuit and use a variational algorithm (parameter-shift rule) to create a jazz variation of the randomly generated sheet music. We extract the MFCCs of our music data and use gradient descent to optimize the hyper-parameters of the quantum gates representing the pitch and length of notes, testing similarity of our sheet music MFCC to our baseline Jazz music from the GZSTAN dataset via KNN.
  • This project is the second place winner of MIT IQuack2023.

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quantum PyTorch optimization


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