Magenta

Magenta is an open source research project exploring machine learning as a tool in the creative process.

Magenta is an open source research project exploring the role of machine learning as a tool in the creative process. It enables developers and musicians to build and play their own AI musical instruments using open models and real-time neural synthesis engines like Magenta RealTime 2. The project features various tools, including DAW plugin prototypes that integrate APIs directly into music software, and DDSP-VST plugins to morph audio from one instrument to another in real-time. It also offers Magenta Studio, a collection of music plugins for Ableton Live and standalone native apps. Users can explore and curate samples from piano transformers and experiment with machine learning for art and music creation.

Magenta at a glance

Best for: Social media creator, Researcher
Runs on: open source, macOS, Windows, Web
Pricing: Free
Released: June 2016
Category: AI audio tool
Website: magenta.tensorflow.org

Key features

Real-time neural synthesis engine for AI musical instruments
DAW plugin integrating Lyria RealTime API
DDSP-VST plugin to morph audio between instruments in real-time
MIDI playable audio morphing
Magenta Studio music plugins for Ableton Live
Standalone native apps with no additional dependencies
Piano transformer sample exploration and curation

Use it for

Build and play AI musical instruments on a laptop
Morph audio from one instrument to another in real-time
Integrate AI music tools directly into DAW software
Explore and curate samples from a piano transformer

Alternatives to Magenta

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Loudly — Integrated workflow from initial generation to final distribution.
MuseGen — It generates complete radio-ready songs with vocals and editable stems in seconds.
YuE — Editable symbolic composition plans and zero-shot covers.
Udio — Generate customized songs across multiple genres from simple text prompts.
Google Flow Music — Direct music videos and vibe-code new instruments with generative AI.
Duetto — Improvises and responds in real time to the user's chords, pulse, and phrasing.
Suno — Full songs with vocals from one prompt, plus a multitrack studio
Soundraw — It uses only in-house trained music for legal commercial use.
Ableton MCP — Control Ableton Live directly using natural language prompts.
Applio — Runs locally with open-source code and no telemetry.
AudioCraft — Single codebase for generative music, sound effects, and audio compression.

All Magenta alternatives