Stems & audio cleanup
444Radio
India-focused text-to-song, stem-separation, voice-remake and production suite claiming proprietary generation infrastructure.
Tools
Products for making, producing, detecting and managing AI music.
What do you want to make?
How to choose a tool →Make a songFull tracks, ideas and arrangementsWork with vocalsSinging voices and vocal productionEdit and masterMixing, mastering and AI-first productionSeparate stemsStem splitting, restoration and cleanupCheck rights and AIDetection, provenance and licensingBuild with an APIModels, SDKs and developer infrastructure
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207 results
Vocals & voice
ACE Studio
AI singing-voice workstation with custom singing voice models and MIDI-driven harmonies.
Stems & audio cleanup
Acon Digital Remix
Real-time machine-learning plug-in for separating a mix into five stems.
Music generators
Adobe Firefly Generate Soundtrack
Beta Firefly feature that generates soundtrack variations from video context or text controls.
Detection, rights & licensing
Aentidote
Epidemic Sound platform combining music recognition and UGC identification to support tracking and monetization.
Detection, rights & licensing
AI Music Detector
IRCAM Amplify service for detecting fully AI-generated music in audio catalogues.
Research & experimental
AI Play
Streaming and creator platform for publishing, moderating and listening to AI-generated music.
Detection, rights & licensing
AI:OK Trustmark
Provenance and certification framework intended to signal ethically produced AI-assisted music.
Detection, rights & licensing
AIDAR
Reported AI-generated music detection and registration-gate service developed by AIID.
Detection, rights & licensing
AIDAR Artist Scouting Platform
AI-agent platform for music discovery and artist scouting.
Research & experimental
AiFi
Sound Dimension technology for adaptive, synchronized multi-device audio experiences.
Music generators
AIVA
Composition platform offering style presets, audio/MIDI influence uploads and editable compositions.
Detection, rights & licensing
AIxchange Licensed Training Data Marketplace
Rights-cleared marketplace and ecosystem for music and audio AI training data.
APIs & developer tools
Amphion
Open-source toolkit for reproducible audio, music, speech, singing and voice-conversion research.
Research & experimental
Anguilla
Python package for interactive machine learning and OSC-connected creative music systems.
APIs & developer tools
ASMD
Open-source framework for compiling and accessing multimodal audio-and-score datasets for music-processing research.