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DADABOTS

DADABOTS is a project that blends a band, hacking, and research to create music with neural networks, targeting artists and researchers.

About DADABOTS

DADABOTS acts as a cross between a band, a hackathon team, and an ephemeral research lab. The project combines music creation with software engineering and research, operating as one integrated effort rather than a conventional outfit. It frames its work around collaboration, experimentation, and a DIY ethos in the context of live and recorded music.

The process centers on creating music with neural networks and customized tooling rather than standard instruments. It emphasizes unsupervised learning, data-driven exploration, and iterative training to generate new audio material. The approach highlights the challenges of training nets, including choosing parameters and evaluating outputs before shaping them into albums or live performances.

Core capabilities include building neural synthesis into music production, training multiple nets to explore different sounds, and curating generated material for human consumption. It discusses using high-performance hardware and specialized algorithms to produce long-form audio pieces, then arranging them into coherent releases.

Plans and scope mentioned include ongoing collaboration with artists and the aim to broaden access to neural music tools. The project references the role of neural synthesis in future audio software and notes hardware costs and parallel software development. It also notes the desire to open processes and expand collaborations beyond the current partners.

Use cases

  • Experimental music creation using neural networks
  • Collaboration with artists for new sound design

Key features

  • Crosses between band, hackathon team, and research lab
  • Uses SampleRNN for music generation
  • Unsupervised learning approach
  • Extensive experimentation with nets
  • Focus on collaboration with artists
  • Long-term vision for neural synthesis in audio software

Pros and cons

Pros

Explores neural music generation with hands-on experimentation
Open collaboration with artists and other creators

Reviews

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Frequently asked questions

What is DADABOTS?
Not sure what DADABOTS is. We're a cross between a band, a hackathon team, and an ephemeral research lab.
How does creating your music with the NSynth algorithm work?
We don't use NSynth. NSynth generates very short samples of monophonic instruments. We used SampleRNN for our bandcamp albums.
Is neural synthesis part of future audio software?
Neural synthesis will inevitably be a part of next generation audio software.

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