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Interactive Musical AI (Vibert Thio)
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a small talk about using interactive design to enhance the human-centered machine learning.
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Interactive Musical AI (Vibert Thio)
1.
Interactive Musical AI !
🔛 🤖 Vibert Thio
2.
1 Background 2 Lack
of Good Demos 3 Interactive Music AI 2
3.
🔉 I’m an A/V
artist 3
4.
4
5.
5
6.
6
7.
🎉 ✨ Musical AI
is interesting. So, I want to play with the idea. 7
8.
🤔 Many progress in
Musical AI. But … It’s sometimes really hard to understand. 8
9.
9
10.
❌ 💯 Lack of
Good Demos. 10
11.
🤔 What is a
good demo? 11
12.
🙋 1. a/v expressive 2.
interactive 12
13.
13 💻 Hence, using web is
a good idea.
14.
🤨 But, why interactive? 14
15.
15 Systeminput output
16.
16 System Human
17.
🙋 1. easier to
understand 2. help evaluation 3. boost creativity 17
18.
🤔 the reasons for
the current situation 18
19.
🙋 1. the researchers’
interests 2. diverse technology stack 19
20.
🎯 I want to
address this issue 20
21.
🎵 Magenta is awesome. But,
there are some problems. 21
22.
1. minimal design 2.
small codebase 3. modularized system 22 Principles
23.
! 🔛 🤖 Interactive
Musical AI Projects 23
24.
I built a
VAE for drum patterns, and want to see how the latent vectors work. 24
25.
🥁 Latent Inspector 25 =
Drum + VAE play
26.
We also have
VAE for melody + chords, and want to play with the interpolations. 26
27.
🎛 Song Mashup 27 =
melody + chords + mix play
28.
Boring. So, I extend
the idea using … 28
29.
🎮 gamification 29
30.
🎸 Sornting 30 = Song
+ Sorting play
31.
1 Background 2 Lack
of Good Demos 3 Interactive Music AI 31
32.
32 Systeminput output
33.
33 System Human
34.
🛍 Takeaways 34
35.
🙋 1. easier to
understand 2. help evaluation 3. boost creativity 35
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