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GuitarML offers software plugins for guitar tone, with amp and pedal capture done by recording input/output samples and training machine learning models. Captures load into the Proteus plugin. Epoch Amp is an amp modelling plugin with four amp models, a mix control and built-in impulse responses.
OpenModelDB is a community-driven database of AI upscaling models, intended as a way to find and compare models. It distributes pretrained model files and describes upscaling as increasing image or video resolution with machine learning.
StemRoller is an open-source application that uses AI and machine learning to isolate instruments and vocals from songs. After a user searches for a song title, it finds the song online and splits it into four stems: vocals, drums, bass and everything else, also creating an instrumental track of the non-vocal stems. It is based on Facebook's Demucs research project.
