Listen to Brutal Death Metal Made by a Neural Network

This is the finest death metal that AI can dream up.

Death Metal

In a project called "Relentless Doppelganger," a neural network is grinding out the blast beats, super-distorted guitars, and bellowing vocals of death metal.

The best part of all: it's streaming its brutal creations 24 hours a day on YouTube — an intriguing and public example of AI that's now able to generate convincing imitations of human art.

 

Dadabots

The neural network is the work of Dadabots, a research duo that experiments with creating music using artificial intelligence tools.

The death metal project, which they trained using tracks by death metal band Archspire, is the first that they've livestreamed instead of releasing as an album, and the change in format had everything to do with the quality of the neural network's output.

In Dadabots' previous experiments, which dabbled in black metal and Beatles-inspired tracks, only about 5 percent of the AI-generated tracks were usable, co-creator CJ Carr told Futurism, and the programmers had to curate it.

"The remarkable part is the high quality-to-shit ratio," Carr told Futurism of this new project. "Here, we livestream 100 percent of it," he said. "Zero curation necessary."

Black Metal

Part of the success of "Relentless Doppelganger," Carr suspects, is the relentless speed of Archspire's songs.

"It seems the faster the blast beats, the more stable the music," he told Futurism. "Archspire is insanely fast."

READ MORE: This YouTube Channel Streams AI-Generated Death Metal 24/7 [Motherboard]

More on AI-generated music: Expert: AI-Generated Music Is A “Total Legal Clusterf*ck”