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  • Blog
    • Clara: A Neural Net Music Generator
      • Project Overview
      • Human or AI
      • Adding a Judge
      • Generating Violin/Piano Duo
      • Composing Music
      • Generating Mozart
      • Music Generation
    • Soccer
      • Adding Simulation Mechanics
      • World Cup Soccer: Team Spirit
      • Multi-Agent Training: Lessons learned from training 3 separate competing networks
    • Other
      • Reinforcement Learning – The Big Picture
      • DL & RL advice
      • Unity ML Agents & Reinforcement Learning
      • Training Neural Nets in the Browser
      • Winemanical Adventures
  • Learning About Deep Learning
  • Neural Gallery
  • Chamber Music
    • Audio
    • Video
  • Blog
    • Clara: A Neural Net Music Generator
      • Project Overview
      • Human or AI
      • Adding a Judge
      • Generating Violin/Piano Duo
      • Composing Music
      • Generating Mozart
      • Music Generation
    • Soccer
      • Adding Simulation Mechanics
      • World Cup Soccer: Team Spirit
      • Multi-Agent Training: Lessons learned from training 3 separate competing networks
    • Other
      • Reinforcement Learning – The Big Picture
      • DL & RL advice
      • Unity ML Agents & Reinforcement Learning
      • Training Neural Nets in the Browser
      • Winemanical Adventures
  • Learning About Deep Learning
  • Neural Gallery
  • Chamber Music
    • Audio
    • Video

Archives

Author Archive for: "mcleavey"
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0
By mcleavey
In Uncategorized
Posted October 3, 2019

Great Great Grandpa

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 MuseNet
0
By mcleavey
In Highlights, Music
Posted May 17, 2019

MuseNet

The past four months I’ve been focused on my fellows project at OpenAI: MuseNet. It’s a music generation model (inspired by my music project last summer, but with a much larger [...]

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0
By mcleavey
In
Posted October 13, 2018

Grand Slam Math Privacy Statement

Grand Slam Math does not collect any personal data, nor will it do so in the future. There are no in-app purchases or advertisements. The app is aligned with the Power Builders math curriculum [...]

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 Clara: A Neural Net Music Generator
12
By mcleavey
In Highlights, Music
Posted August 29, 2018

Clara: A Neural Net Music Generator

Project Overview Clara is an LSTM that composes piano music and chamber music. It has some parallels to Google’s Magenta project, although it’s an entirely separate project, and uses [...]

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 Human or AI
14
By mcleavey
In Highlights, Music
Posted August 27, 2018

Human or AI

This weekend I trained an AWD-LSTM on music by many different composers from Classical Archives.  Here are some generations paired with some random selections from the human composers.  Following [...]

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0
By mcleavey
In
Posted August 27, 2018

music

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 Music Generator Project Structure
0
By mcleavey
In Uncategorized
Posted August 20, 2018

Music Generator Project Structure

This week I transferred my code out of a bunch of experimental Jupyter Notebooks, and organized it into the final structure that I’ll open source next week.  It was admittedly an [...]

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 Adding a Judge
0
By mcleavey
In Music, RNN
Posted August 12, 2018

Adding a Judge

Up until now, I’ve been developing my music generator by first making a change, and then next listening to a bunch of samples and trying to decide whether my change was good or not. This [...]

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 Generating Violin/Piano Duo
0
By mcleavey
In Music
Posted August 5, 2018

Generating Violin/Piano Duo

Multiple Instrument Generation I worked this week on expanding my music generation model to include violin & piano duets.  Unfortunately midi violin sounds awful, so you’ll have to [...]

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 Composing Music
0
By mcleavey
In Music, RNN
Posted July 29, 2018

Composing Music

Notewise Generation The program is starting to be able to generate music that is both new and musical. Last week I had the problem that the LSTM was able to overfit to Mozart, and could reproduce [...]

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