AI · alternatives · 2026
24 alternatives to SmartAmpPro: open-source guitar amp/pedal profiler using Keras
Guitar plugin using neural networks to capture real amps and pedals - GuitarML/SmartAmpPro
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. SmartAmpPro: open-source guitar amp/pedal profiler using Keras launched in 2021; newer entries below may have overtaken it.
- 1

Guitar plugin made with JUCE that uses neural networks to emulate a tube amplifier. - GuitarML/SmartGuitarAmp
2020 · github.com · its alternatives →
- 2

Deep learning models for guitar amp/pedal emulation using LSTM with Keras. - GuitarML/GuitarLSTM
2020 · github.com · its alternatives →
- 3
SoundGate Guitar▲414Discover SoundGate’s AI-powered guitar learning experience with real-time feedback and personalized practice.
Jul 2026 · soundgate.ai · its alternatives →
- 4

A free, open source, music theory explorer for guitarists. Discover how scales and modes map to the fretboard and how chords work within scales.
2018 · guitardashboard.com · its alternatives →
- 5

- 6

Real guitarists use real tuner.
Mar 2026 · realtuner.online · its alternatives →
- 7

- 8
Reamp▲158Audio player for Mac with Winamp classic skins support
2021 · re-amp.ru · its alternatives →
- 9

python framework for creating music applications. Contribute to synestematic/kord development by creating an account on GitHub.
2020 · github.com · its alternatives →
- 10HG
2014 · getinstinct.com · its alternatives →
- 11
Amp Free▲144Agentic coding tool built by Sourcegraph, free for everyone
2025 · ampcode.com · its alternatives →
- 12
Sensy Guitar▲131AI-powered illuminated instrument to play at any skill level
2022 · its alternatives →
- 13
MelodiQ▲120Learn and play songs on guitar with real-time feedback
2019 · apps.apple.com · its alternatives →
- 14
Weights & Biases▲110Developer tools for deep learning & machine learning
2019 · wandb.ai · its alternatives →
- 15

In 2020, Magenta released DDSP [1], a machine learning algorithm / python library which made it possible to generate good sounding instrument synthesizers from about 6-10 minutes of data. While working with DDSP for a project, we realised how it was actually quite hard to find 6-10 minute of clean recordings of monophonic instruments. In this project, we have combined the DDSP architecture with a domain adaptation technique from speech synthesis [2]. This domain adaptation technique works by pre-training our model on many different recordings from the Solos dataset [3] first and then…
2022 · erlj.notion.site · its alternatives →
- 16AR
2016 · tryhera.com · its alternatives →
- 17

Graph Neural Networks with Keras and Tensorflow 2. - danielegrattarola/spektral
2019 · github.com · its alternatives →
- 18

GuitarConvert is an advanced online tool that transcribes any guitar audio file (MP3, WAV) or YouTube video into accurate guitar tablatures and MIDI files in seconds. With its dedicated AI model trained specifically on guitar sounds, it extracts notes, rhythms, and string positions with unmatched precision. You don’t need to install anything. Simply upload your recording, and GuitarConvert instantly delivers high-quality sheet music you can download in PDF, MIDI, or MusicXML format. Whether you’re a guitarist, teacher, composer or arranger, this tool saves hours of manual transcription work…
2021 · latouchemusicale.com · its alternatives →
- 19

For guitar, bass, banjo, mandolin, ukulele and cavaquinho
2016 · fretuoso.app · its alternatives →
- 20PM
2017 · blog.buildo.io · its alternatives →
- 21

- 22
FastTune▲7An AI tuner for guitar, ukulele, bass and others
2023 · aifasttune.com · its alternatives →
- 23
FlexChords▲69Turn any YouTube video into accurate, playable guitar chords
20d ago · flexchords.com · its alternatives →
- 24

This started out when I vibe-coded a guitar scale fingering generator. It came out pretty good, and I started adding stuff to it: chords, then how chords and scales interact. Then I added charts for other instruments I mess around with: piano, cello, alto recorder. There's a complexity toggle to go from basic harmony to extended/experimental stuff. It's honestly still mostly a toy, but I thought other people might be interested in playing with it. Source is on github, so it's easy enough to run locally and fork. https://github.com/aleshh/gtr-scales
May 2026 · projects.alesh.com · its alternatives →
Also compare
- SmartGuitarAmp – Guitar plugin made with deep learning alternatives
- GuitarLSTM-Create deep learning models of guitar amps/pedals in minutes alternatives
- SoundGate Guitar alternatives
- Guitar Dashboard – Open source music theory explorer for guitarists alternatives
- Chord Mini alternatives
- Remotely use my guitar tuner alternatives
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →