AI plugin uses neural networks to generate infinite drum samples - feedback welcome
VST, AU, AAX, CLAP, etc. Plugin Virtual Instruments Discussion
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AI plugin uses neural networks to generate infinite drum samples - feedback welcome
2022-06-21T21:04:36+00:00
Hey all,
I'm an AI/ML researcher and engineer building tools for producers. This is my first post to KVR - thank you for having me.
I trained a neural network to generate infinite, novel drum samples, and a few months ago released it as a web-based tool called "Synapse Drums".
We've had a great response, and so we're building a AU/VST version and releasing it soon. It's currently in closed beta, but I'd like to extend an invite to the KVR community.
https://i.imgur.com/InKQUGF.png
BETA DOWNLOAD (this link will skip the waitlist and auto-accept you into the beta):
https://beta.audialab.com/?inviteCode=INFINITESOUNDS_KVR
Random Tidbits
- The underlying neural network is a GAN (Generative Adversarial Network) where, during training, two networks face off in a game (game theory sense) where one (the generator) tries to fool the other (discriminator) by mocking up increasingly hi-fi samples from the training data. :borg:
- I trained on tens of thousands of sounds from all genres of music, along with some interesting one-shots.
- The plugin is written in JUCE and we have both a MAC and Windows build in AU and VST formats. Still looking into AAX and haven't looked at CLAP yet.
Would appreciate any feedback. We're a small team (3 of us) and we've been working on all of this for over a year. We hope to do a full launch in a few weeks.
thanks all - looking forward to connecting with all of you
berkeley
ai_music_guy
https://www.kvraudio.com/forum/memberlist.php?mode=viewprofile&u=569255
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