chinamobileican / music-generation-with-DL

Resources on Music Generation with Deep Learning

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music-generation-with-DL

Papers

  • MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions (2017.3) [Arxiv] [Page]

  • C-RNN-GAN: Continuous recurrent neural networks with adversarial training (2016.11) [Arxiv] [Code]

  • SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient - AAAI 2017 (2016.9) [Paper] [Code]

  • Song From PI: A Musically Plausible Network for Pop Music Generation - ICLR 2017 [Arxiv]

  • Text-based LSTM networks for Automatic Music Composition (2016.4) [Arxiv] [Web]

  • Composing a melody with long-short term memory (LSTM) Recurrent Neural Networks (2016.2) [Web] [Code] [Paper]

  • AI methods in algorithmic composition: A comprehensive survey (2013) [Paper]

  • A First Look at Music Composition using LSTM Recurrent Neural Networks (2002) [Web] [Paper]

Blogs

  • Composing Music With Recurrent Neural Networks (2015.8) [Web] [Code]

Codes

Conferences&Workshops

  • ACM MM - ACM MultiMedia [Web] (CCF A)
  • ISMIR - The International Society of Music Information Retrieval [Web]
  • ICASSP - Conference on Acoustics, Speech and Signal Processing [Web]
  • DLM - Deep Learning for Music Workshop on IJCNN [Web]
  • CSMC - Conference on Computer Simulation of Musical Creativity [Web]

Applications

  • Google A.I. Duet [Link]
  • The Infinite Drum Machine [Link]
  • Amper Music [Link]

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Resources on Music Generation with Deep Learning