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GuitarML: TS-M1N3

A free Tube Screamer clone, trained using machine learning.

By

28 November 2023

GuitarML founder, Keith Bloemer, is an aerospace engineer and guitar player. What started as a passion project has grown into a community of developers and musicians that contribute time and brainpower to make a great product. GuitarML uses machine learning and related technologies to create high-quality guitar tones. Advances in deep learning (artificial intelligence) have made it possible to play near-perfect tonal matches of real amps and pedals through a plugin. While there are many guitar plugins out there, GuitarML’s plugins are unique in that they use advanced machine learning to model the dynamic response of real amps and pedals. GuitarML is working to make this technology easy and accessible to musicians, developers, and AI researchers.

TS-M1N3 is a guitar plugin clone of the TS-9 Tube Screamer overdrive pedal. Machine learning was used to train a model of both the drive and tone knobs for an accurate recreation of the pedal in all possible configurations. This plugin uses two conditioned parameters during model training to recreate the entire device using machine learning, as opposed to snapshot models at a particular setting. For more realistic results, use before an amp/cab sim and other effects to better simulate the signal from an overdrive pedal hitting a physical amplifier.

Available formats (from installer):

Windows 10/11, 64-bit (VST3, AAX)
Mac 10.15 and up (AU, VST3, AAX)
Linux (VST3, LV2)

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READ ONLINE NOW
Online
Issue 93

REVIEWED

Ableton Live 12
What’s in. What’s out. What to expect.