6. Symbolic Vs Audio Generation - Generative Music AI @ValerioVelardoTheSoundofAI
6. Symbolic Vs Audio Generation - Generative Music AI  @ValerioVelardoTheSoundofAI
Uploaded November 2023 | Updated September 2026, 2 weeks ago
Learn about 2 types of music representations for generative music: symbolic, and audio. Learn their pros and cons, when it makes sense to use one or the other.

Get the lecture slides:
github.com/musikalkemist/generativemusicaicourse/blob/main/06.%20Symbolic%20vs%20audio%20generation/Slides/6.%20Symbolic%20vs%20audio%20generation.pdf

Sign up to The Sound of AI Slack Community to join the discussion:
valeriovelardo.com/the-sound-of-ai-community

Website of the Generative Music Workshop in Barcelona:
https://www.upf.edu/web/mtg/generative-music-ai-workshop

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the-sound-of-ai-academy.teachable.com/p/advanced-python-programming

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linkedin.com/in/valeriovelardo

Follow Valerio on Twitter:
twitter.com/musikalkemist​

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Content
0:00 Intro
1:07 Music representation
8:19 Symbolic representation
16:24 Symbolic generation
18:40 Pros and cons of symbolic
22:54 Join The Sound of AI community!
23:14 Audio representation
26:47 Audio-based generation
28:50 Pros and cons of audio generation
31:41 Key takeaways
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6. Symbolic Vs Audio Generation - Generative Music AI

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