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Generating Black Metal and Math Rock: Beyond Bach, Beethoven, and Beatles by Zukowski, Zack; Carr, CJ is a scholarly article available to read on EtoBox.

What is Generating Black Metal and Math Rock: Beyond Bach, Beethoven, and Beatles about?

We use a modified SampleRNN architecture to generate music in modern genres such as black metal and math rock. Unlike MIDI and symbolic models, SampleRNN generates raw audio in the time domain. This requirement becomes increasingly important in modern music styles where timbre and space are used compositionally. Long developmental compositions with rapid transitions between sections are possible by increasing the depth of the network beyond the number used for speech datasets. We are delighted by the unique characteristic artifacts of neural synthesis.

Author

Zukowski, Zack; Carr, CJ

Published

2018

Language

EN