neural-amp-modeler

Amplifier emulator

Emulates guitar amplifier sound using machine learning models trained on audio data

Neural network emulator for guitar amplifiers.

GitHub

2k stars
57 watching
154 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
guitarml/smartguitaramp A plugin that emulates the sound of real-world guitar amplifiers using neural network models. 1,243
soerenab/audiomnist This project provides an implementation of a deep learning framework to classify audio signals and offers insights into the model's decision-making process using Explainable Artificial Intelligence (AI) techniques. 351
keunwoochoi/auralisation Reconstructs audio features learned by convolutional neural networks into audible sounds 42
ibm/max-audio-classifier Identifies sounds in short audio clips using machine learning and PCA transformation 154
jatinchowdhury18/kloncentaur A digital emulation of an analog guitar pedal using machine learning and signal processing techniques 326
guitarml/smartguitarpedal An open source plugin framework for emulating real-world guitar effects using neural network models 266
deepsound-project/samplernn-pytorch An implementation of an audio generation model using PyTorch 290
brunnergino/jambot A music generation tool that uses chord embeddings and neural networks to create polyphonic music with harmonic structure 64
l0sg/seqgan-music Generates polyphonic music sequences using deep learning models and adversarial training 28
ibm/max-audio-embedding-generator An audio embedding model generator 57
iver56/audiomentations Library for audio data augmentation used in machine learning 1,903
sgherbst/msdsl A tool for generating synthesizable models of analog circuits using Python. 37
balavenkatesh3322/audio-pretrained-model A collection of pre-trained audio and speech models for various applications 183
soroushmehr/samplernn_iclr2017 An unconditional end-to-end neural audio generation model utilizing a recurrent neural network architecture. 537
nengo/nengo A Python library for building and simulating large-scale neural models 834