Showing 1-22 of 22 articles
Audio-to-Audio Models
Audio-to-audio models are machine learning systems that take an audio waveform as input and produce a different audio waveform as output. The category covers...
AI ModelsSpeech & Audio AI
AudioLM
AudioLM is a framework from Google Research for generating high-quality audio by treating the problem as a language-modeling task over discrete tokens....
GoogleSpeech & Audio AI
Audiobox
Audiobox is a foundation research model for audio generation developed by Meta AI and its Fundamental AI Research (FAIR) group. Announced in late 2023 and...
Generative AIMeta AI
Best AI Music Generators
As of July 2026, the best AI music generator overall is Suno: its v5.5 model produces the most natural vocals, the deepest editing toolkit (Suno Studio, an...
AI Tools & ProductsGenerative AI
Boomy
Boomy is a generative artificial intelligence music platform that lets people without musical training assemble original songs in a web browser and publish...
AI Tools & ProductsGenerative AI
ElevenLabs Music
ElevenLabs Music (also marketed as Eleven Music) is an AI music generation product developed by ElevenLabs, the voice AI company founded in 2022 by Piotr...
AI ModelsGenerative AI
Jukebox (OpenAI)
Jukebox is a neural network for music generation developed by OpenAI that produces music, including rudimentary singing, as raw audio across a range of genres...
Generative AIOpenAI
Lyria
Lyria is a family of AI music generation models developed by Google DeepMind, spanning text-to-music synthesis, real-time interactive music performance, and...
AI ModelsGenerative AI
Lyria 2
Lyria 2 is a high-fidelity, text-to-music generation model built by Google DeepMind that turns text prompts into professional-grade instrumental audio....
Generative AIGoogle DeepMind
Magenta (project)
Magenta is an open-source research project from Google that explores the role of machine learning in creating art and music. Started by researchers and...
GoogleOpen Source AI
MuseNet
MuseNet is a deep neural network for symbolic music generation, announced by OpenAI on April 25, 2019. The model can generate musical compositions up to about...
Generative AIOpenAI
Music ChatGPT Plugins
Music ChatGPT plugins were a category of third-party extensions for ChatGPT that let the chatbot generate streaming playlists, recommend and surface songs,...
ChatGPT
MusicGen
MusicGen is an open-weights text-to-music generation model from Meta AI's Fundamental AI Research (FAIR) team, released on 8 June 2023, that generates roughly...
Generative AIMeta AI
MusicLM
MusicLM is a text-to-music generation model from Google Research that generates high-fidelity music at 24 kHz from natural language descriptions and keeps that...
Generative AIGoogle
Sonauto
Sonauto is a generative artificial intelligence music platform that converts text prompts, lyrics, and melody inputs into complete songs with vocals and...
AI Tools & ProductsGenerative AI
Stable Audio
Stable Audio is a family of generative AI models from Stability AI that turn a text prompt into music or sound effects as a stereo audio file. It launched on...
AI CompaniesGenerative AI
Stable Audio 2.5
Stable Audio 2.5 is an enterprise focused text-to-audio generation model released by Stability AI on September 10, 2025. It generates production ready music...
AI ModelsGenerative AI
Suno
Suno is a generative artificial intelligence company that develops a text-to-music platform capable of producing complete songs, including vocals,...
AI CompaniesGenerative AI
Suno v5
Suno v5 is the fifth-generation AI music generation model from Suno Inc., the Cambridge, Massachusetts startup, released on September 23, 2025 to Pro and...
AI ModelsGenerative AI
UMG v. Suno
UMG Recordings, Inc., et al. v. Suno, Inc. is a landmark copyright infringement lawsuit filed on June 24, 2024 by a coalition of major record labels, coordinated by the Recording Industry Association of America (RIAA), against the generative AI music startup Suno in the U.S. Dist
AI Incidents & ControversiesAI Policy & Regulation
UMG v. Uncharted Labs (Udio)
UMG Recordings, Inc., et al. v. Uncharted Labs, Inc. (case number 1:24-cv-04777) is a federal copyright infringement lawsuit filed on June 24, 2024 in the United States District Court for the Southern District of New York against Uncharted Labs, Inc., the company that operates th
AI Incidents & ControversiesAI Policy & Regulation
Udio
Udio is an artificial intelligence music generation platform developed by Uncharted Labs, Inc. that creates full songs, complete with vocals, instrumentation,...
AI CompaniesGenerative AI