Neural Beatbox (prototype)

Make some noise and record your voice! Deep Learning models will analyze and build a drum kit, then start generating drum patterns infinitely with your sound.	This codepen was a prototype for: https://www.neuralbeatbox.net/

Tested with Chrome only

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How does it work?

Convolutional Neural Network is used to analyze and classify audio segments based on spectrograms (demo codepen) and Recurrent Neural Network(LSTM) for generating drum sequences.

Shout-out to Tero Parviainen! Rhythm generation part of this codepen is based on his amazing Neural Drum Machine

Built with magenta.js, tensorflow.js and p5.js by @naotokui_en

2020.5.25 -fixed: recording issue 2018.8.30 -added: drag&drop support
2018.8.30 -updated: model re-trained with data augmentation
2018.8.17 -fixed: audio routing. now properly using envelopes!!
2018.8.17 -fixed: duplication in drum kit. one audio segment is used only once in a drum kit
2018.8.9 -added normalization process before the classification.
2018.8.6 -initial release.