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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

Monthly Archive for: "July, 2018"
Home /
 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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 Generating Mozart
0
By mcleavey
In Music, RNN
Posted July 20, 2018

Generating Mozart

LSTM trained to output music The neural net successfully learned to generate Mozart! This week I trained an LSTM to predict the next step of a musical piece (given the previous 120 time steps). [...]

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 Music Generation
0
By mcleavey
In GAN, Music
Posted July 14, 2018

Music Generation

I also spent two days this week working on generating musical patterns. I initially thought I would just take the character-prediction RNNs I worked on earlier in the week, and switch to [...]

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 Winemanical Adventures
0
By mcleavey
In RNN
Posted July 14, 2018

Winemanical Adventures

This week I experimented with using different kinds of neural nets to generate text and music (listen to my music generation results here). I grabbed the Kaggle Wine Reviews dataset and used that [...]

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 Adding Simulation Mechanics
5
By mcleavey
In Highlights, Reinforcement Learning, Soccer
Posted July 9, 2018

Adding Simulation Mechanics

This week I continued to work on my soccer team simulation. I focused on improving the mechanics of the game – adding an energy level tracker for each player, and adding in the ability to [...]

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 DL & RL advice
0
By mcleavey
In General
Posted July 6, 2018

DL & RL advice

Here’s a collection of my favorite pieces of advice – things I’ve seen either in person or in various online lectures. The one theme I hear from everyone is to find ways to [...]

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 World Cup Soccer: Team Spirit
1
By mcleavey
In Reinforcement Learning, Soccer
Posted July 1, 2018

World Cup Soccer: Team Spirit

This past week I continued to focus on my soccer RL environment. I’m thinking about how team dynamics could emerge, and I’m particularly interested to see if I can establish [...]

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