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Keith Bloemer
Keith Bloemer

100 Followers

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Apr 21, 2022

Neural Network Guitar Plugins on Pi-Stomp with MODEP

One of the coolest devices for technically minded musicians is the MOD-Duo from MOD-Devices. Not only is it a standalone audio processor with 300+ built in audio/MIDI effects, but it also acts as a server that you can interact with through a browser to build any kind of pedalboard imaginable…

Guitar

3 min read

Neural Network Guitar Plugins on Pi-Stomp with MODEP
Neural Network Guitar Plugins on Pi-Stomp with MODEP
Guitar

3 min read


Published in Towards Data Science

·Nov 24, 2021

Using A.I. to Model the TS-9 Guitar Pedal

Open source, real-time digital clone of the TS-9 guitar pedal using machine learning (with video demo) — Analog is king in the world of guitar effects, but digital modelling has come a long way to replicate it. Detailed circuit analysis and mathematical equations can recreate the sound of many of these devices, from tube amplifiers to overdrive circuits to spring reverb. …

Neural Networks

4 min read

Using A.I. to Model the TS-9 Guitar Pedal
Using A.I. to Model the TS-9 Guitar Pedal
Neural Networks

4 min read


Published in Towards Data Science

·Oct 20, 2021

Transfer Learning for Guitar Effects

How difficult would life be if every new thing had to be learned from scratch? …

Machine Learning

8 min read

Transfer Learning for Guitar Effects
Transfer Learning for Guitar Effects
Machine Learning

8 min read


Jun 29, 2021

GuitarML FAQ

This article answers some commonly asked questions about the modelling methods in GuitarML’s projects and demonstrates the results of several amp/pedal captures. The limitations of these techniques are also explained. To return to the main GuitarML website, click here What is GuitarML? GuitarML uses machine learning to model real amps and pedals. The…

Guitarml

8 min read

GuitarML FAQ
GuitarML FAQ
Guitarml

8 min read


Published in Towards Data Science

·May 24, 2021

Neural Networks for Real-Time Audio: Raspberry-Pi Guitar Pedal

This is the last of a five-part series on using neural networks for real-time audio. For the previous article on Stateful LSTMs, click here. In this article we will go step-by-step to build a functional guitar pedal running neural nets in real-time on the Raspberry Pi. We have now covered…

Neural Networks

11 min read

Neural Networks for Real-Time Audio: Raspberry-Pi Guitar Pedal
Neural Networks for Real-Time Audio: Raspberry-Pi Guitar Pedal
Neural Networks

11 min read


Published in Towards Data Science

·May 22, 2021

Neural Networks for Real-Time Audio: Stateful LSTM

This is the fourth of a five-part series on using neural networks for real-time audio. For the previous article on Stateless LSTMs, click here. — We will revisit the LSTM for our last neural net model. This time we will use the stateful version and make use of its recurrent internal state to model the Blackstar HT40 guitar amplifier. For a quick refresher; LSTMs (Long Short-Term Memory) are a type of recurrent neural network commonly…

Neural Networks

7 min read

Neural Networks for Real-Time Audio: Stateful LSTM
Neural Networks for Real-Time Audio: Stateful LSTM
Neural Networks

7 min read


May 6, 2021

De-Stressing with Post-it Sketching

A few years ago I stumbled on a simple way to de-stress. You can do it anywhere, as long as you have the common office supply known as the post-it note. It’s as simple as it sounds. …

Health

2 min read

De-Stressing with Post-it Sketching
De-Stressing with Post-it Sketching
Health

2 min read


Published in Towards Data Science

·May 5, 2021

Neural Networks for Real-Time Audio: Stateless LSTM

This is the third of a fIve-part series on using neural networks for real-time audio. For the previous article on WaveNet, click here. In this article we will model a guitar amplifier using a Stateless LSTM neural network in real-time. The LSTM model, which stands for “Long Short-Term Memory”, was…

Neural Networks

10 min read

Neural Networks for Real-Time Audio: Stateless LSTM
Neural Networks for Real-Time Audio: Stateless LSTM
Neural Networks

10 min read


Published in Towards Data Science

·May 3, 2021

Neural Networks for Real-Time Audio: WaveNet

This is the second of a fIve-part series on using neural networks for real-time audio. For the previous Introduction article, click here. In this article we will model a guitar amplifier using WaveNet in real-time. WaveNet was developed by the firm DeepMind and presented in the 2016 paper Wavenet: A…

Machine Learning

9 min read

Neural Networks for Real-Time Audio: WaveNet
Neural Networks for Real-Time Audio: WaveNet
Machine Learning

9 min read


Published in Nerd For Tech

·Apr 26, 2021

Neural Networks for Real-Time Audio: Introduction

This is the first of a fIve-part series on using neural networks for real-time audio. Artificial intelligence impacts our lives more each day, whether we are aware of it or not. From social media feeds to online shopping to self driving cars, A.I. is changing the way we live and…

Audio

5 min read

Neural Networks for Real-Time Audio: Introduction
Neural Networks for Real-Time Audio: Introduction
Audio

5 min read

Keith Bloemer

Keith Bloemer

100 Followers

Engineer, Software developer, Musician, Family man

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