AI music generation tools can create complete music based on prompts, styles, or reference melodies, serving song creation, video soundtracks, and inspiration exploration. Compare page structure completeness, controllable duration, lyrics and vocals, track-separated export, editing capabilities, copyright ownership, and commercial distribution conditions.
Stable Audio is an advanced AI audio generation platform launched by Stability AI, enabling the generation of high-quality music and sound effects through text prompts or audio inputs. The latest version, Stable Audio 2.0, produces full tracks up to 3 minutes long, with a clear musical structure (including introductions, developments, and endings) and a 44.1kHz stereo output. The platform introduces audio-to-audio conversion, allowing users to upload audio samples for style conversion and voice reshaping through natural language prompts. In addition, Stable Audio offers style transfer, sound production, and diverse sound generation options, making it suitable for various scenarios such as music production, film and television soundtracks, and game sound effects. The platform also launched an open-source version, Stable Audio Open, focusing on generating short audio samples and sound effects, supporting local deployment and custom training to meet the needs of developers and researchers. Stable Audio is committed to providing creators with flexible and efficient audio generation solutions, driving innovation in AI music creation.
Magenta is an open-source research project initiated by the Google Brain team to explore the application of machine learning in music and art creation. Based on the TensorFlow framework, the project has developed a variety of generative models and tools to help artists and developers use AI for creation. Magenta offers a wealth of resources, including Magenta Studio plugins, DDSP-VST synthesizers, Magenta.js browser APIs, and a variety of interactive presentations and Colab notebooks to support AI-driven creations in music, painting, design, and more. Through these tools, users can achieve functions such as melody generation, rhythm transformation, and image style transfer, stimulating creative inspiration and expanding artistic expression.
Neutone is an AI audio plugin platform developed by Neutone Inc., designed to provide real-time audio processing and voice transformation solutions for music creators, sound designers, and AI researchers. The platform offers two main plugins: Neutone FX and Neutone Morpho. Neutone FX is a free plugin that supports loading and running multiple AI models in digital audio workstations (DAWs) for audio style transfer, sound effect processing, and more. Neutone Morpho is an advanced real-time timbre changer plugin that allows users to reinvent any audio input into a new sound style while preserving its core characteristics. Users can also train and deploy custom AI models using tools like PyTorch through the SDK provided by Neutone, eliminating the need for in-depth programming knowledge. Neutone supports macOS and Windows systems, is compatible with VST3 and AU plug-in formats, and is suitable for mainstream DAWs such as Ableton Live, Logic Pro, Reaper, and more. The platform is committed to promoting the application and innovation of AI technology in music creation through open communities and tools.
Melodisco is an innovative platform that combines an AI music player and generator that allows users to explore, listen, and create AI-generated music. Users can browse through trending, newly released, or random AI songs through the platform, or use the built-in music generation tools to create unique melodies based on their preferences. Melodisco offers an intuitive user interface that supports a wide range of musical styles and moods, making it accessible to music lovers, content creators, and developers. Additionally, the platform's open-source project has been released on GitHub, supporting both local deployment and secondary development, encouraging the community to jointly promote the development of AI music technology.
Soundful is an AI-powered music creation platform designed to help users quickly generate high-quality, copyright-free music. Users only need to select parameters such as music style, mood, and rhythm to generate music clips that meet their needs, suitable for video production, podcasts, games, advertisements, and other scenarios. The platform offers a variety of music templates and mood styles, including EDM, LoFi, Hip Hop, meditation music, and more, catering to different creative needs. Soundful supports downloading audio files in MP3 and WAV formats, and provides STEM packages (including MIDI, mixing, and mastering versions) for further editing in digital audio workstations. The platform offers both free and paid subscription options, making it accessible to individual creators, content producers, and brand marketers, empowering users to create personalized music content efficiently.
Singify is a full-featured AI music creation platform launched by Fineshare, integrating various tools such as AI covers, song generation, track separation, lyric writing, and voice cloning. Users can quickly generate high-quality songs or covers by uploading audio, recordings, or entering text prompts. The platform supports a wide range of music styles and languages, with over 1000 AI voice models, including well-known singers, virtual characters, and custom voices. Singify offers an intuitive interface that makes it accessible to musicians, content creators, educators, and enthusiasts, helping users easily achieve diverse needs such as music creation, covers, and mixing.
DistroKid is an American independent digital music distribution platform founded in 2012 that provides fast and convenient music distribution services for musicians. Users can upload music to mainstream streaming platforms like Spotify, Apple Music, Amazon Music, YouTube Music, TikTok, and other platforms through the platform and keep 100% of their revenue. DistroKid supports unlimited uploads and provides functions such as lyric addition, cover design, revenue sharing, and data statistics to meet the needs of musicians throughout the entire process from creation to release. Additionally, the platform has launched the DistroVid service, which supports the distribution of music videos, and the DistroLock tool, which is used to prevent unauthorized music leaks. DistroKid also launched the Upstream program, which helps independent artists connect with labels and expand their career opportunities. The platform is easy to use, making it suitable for independent musicians, content creators, and music producers.
Musicfy AI is a powerful AI music creation platform that allows users to quickly generate high-quality songs and covers through text prompts, uploading audio, or cloning voices. The platform offers over 100,000 AI voice models, including well-known singers, anime characters, political figures, and more, and users can upload their own voices to create their own AI voice clones. Musicfy supports text-to-music functionality, allowing users to simply describe the desired musical style and mood, and the AI can generate a complete song, including vocals and accompaniment. Additionally, the platform offers a voice-to-instrument feature, allowing users to simulate the sound of instruments like guitars with their own voices. All generated music works are copyright-free, and users have complete mechanical and recording rights for commercial use. Musicfy is easy to use and suitable for music creators, content producers, and music lovers, helping users bring their music ideas to life with ease.
Jammable (formerly Voicify AI) is an advanced AI music creation platform that focuses on generating high-quality AI cover compositions. Users can choose from over 50,000 community-uploaded AI voice models to quickly create song covers, including popular singers, cartoon characters, and more. The platform supports uploading audio or pasting YouTube links, generating complete AI cover works, and providing multi-part chorus (up to 6 people), custom AI voice training, text-to-speech, and other functions. Jammable also offers AI vocal tools such as accompaniment extraction, reverb removal, and mute processing to help users optimize audio quality. The platform caters to music creators, content producers, and music lovers, aiming to expand the possibilities of music creation through AI technology.
Synthesizer V Studio is an advanced AI singing voice synthesis software developed by Dreamtonics, designed to provide music creators with high-quality, natural-sounding virtual vocals. By inputting melodies and lyrics, users can quickly generate vocal vocals in multiple languages (Chinese, Japanese, English, etc.), supporting a wide range of singing styles and emotional expressions. The software is divided into free (Basic) and paid (Pro), and the Pro version offers advanced features such as unlimited audio tracks, VST/AU plug-in support, script extensions, and more. With a rich AI voice library, such as Qing Su, Kevin, Mai, etc., users can choose the right virtual singer according to their needs. Synthesizer V Studio is available for Windows, macOS, and Linux platforms, and is widely used in music production, animation dubbing, virtual idols, and other fields, helping users achieve efficient creative music creation.
Splash Music is an AI-powered music creation platform that allows users to quickly generate original music through text prompts, voice, or click-and-click actions. The platform offers a variety of creative methods, such as Splash Pro, Splash iOS app, and Roblox plugins, catering to music lovers of all levels. Users can choose from music templates with different styles and moods to generate songs, and can also add AI vocals to create complete musical compositions. Splash Music has a wealth of teaching resources and a creative community to help users continuously improve their musical skills. All generated music is freely available for content creators, educators, and developers, especially for video soundtracks, game creation, and social media content production.
Chat Jams is an AI-powered music recommendation tool developed by Anthropic that generates personalized Spotify playlists by conversing with users in natural language. Users only need to enter the "/playlist" command, and the AI cat assistant Jams will quickly create an exclusive music collection based on the user's music preferences, mood, and scene needs. The platform also supports the "/deepcuts" command to recommend niche tracks and meet the needs of users to explore new music. Chat Jams is currently in free beta and supports desktop browser access, making it accessible to music lovers, content creators, and social media users. The tool enhances the fun and personalized experience of music discovery through playful and interactive methods.
A.V. Mapping is a video-to-music matching platform that combines artificial intelligence technology to provide video creators with efficient and accurate soundtrack solutions. Through 14 AI models, the platform can analyze the mood, rhythm, tone and other elements of the video and recommend the most suitable music in seconds, shortening the traditional soundtrack process that took weeks to a few minutes. A.V. Mapping emphasizes the use of works by real musicians, non-synthesized music, ensuring musical quality and emotional expression. At the same time, the platform provides complete music licensing services to help creators quickly obtain legal authorization and avoid copyright risks. For musicians, A.V. Mapping offers a high profit sharing mechanism, allowing you to set your own prices and track the transaction process to protect your creative income. The platform has won the 2020 German Red Dot Design Award and continues to expand its global market, striving to become an ideal assistant for video and music creators.
MusicFX DJ is an AI music creation experimental tool from Google Labs, based on MusicLM technology, which allows users to generate and mix music in real-time through text prompts. Users can input descriptive words such as "electronic dance music rhythm" or "soft piano melody," and the AI can generate corresponding musical fragments. DJ mode supports real-time mixing of up to 10 tracks, allowing users to adjust the intensity of individual elements with sliders for personalized music creation. This tool is suitable for music creators, content producers, and music lovers, offering an intuitive interface and high-quality audio output. MusicFX DJ is currently in an experimental phase and may not be accessible in some regions, so users need to sign in to their Google Account to use the service.
Vocalist.ai is a professional AI vocal conversion platform designed to help music creators, producers, and content creators transform raw vocal recordings into vocal effects of world-class singers or rappers. Users can simply upload their recordings, select a preset AI voice model, and generate high-quality singing tracks in seconds. The platform offers a variety of style sound models, covering pop, R&B, rap, and other music genres, suitable for different creative needs. Vocalist.ai Emphasizes ethics and copyright, with all voice models certified as "Fairly Trained," ensuring transparency and fairness in the training process. User-generated audio is copyright-free and suitable for commercial distribution. The platform offers a variety of subscription plans to cater to different user usage frequencies and needs. Vocalist.ai is committed to providing efficient and convenient solutions for music creation through advanced AI technology.
MakeSong is an AI-powered music creation platform that allows users to quickly generate high-quality, 100% copyright-free original songs through text descriptions or input lyrics. The platform offers a wide range of musical styles, moods, rhythms, and vocal options to meet different creative needs. Users can also upload custom audio assets that can be blended with AI-generated content to create personalized musical compositions. Additionally, MakeSong offers vocal removal and instrument separation capabilities, making it convenient for users to mix and recreate. All generated music can be used commercially without additional costs. The platform offers a free trial and multiple subscription plans, making it suitable for musicians, content creators, and brand marketers, helping users bring their music ideas to life efficiently.
Rightsify is a business specializing in music technology and rights management, providing high-quality datasets and intelligent licensing services for AI music generation and model training. Its core products include Gramosynth (music synthesis data platform), GCX (live music dataset), and Hydra II (AI music generator), which support music style annotation, multilingual prompts, mixing, looping, mastering, stem separation, and other functions. Rightsify has over 10 million licensed music content and provides background music streaming solutions for commercial scenarios through BGM services. As a founding member of the Dataset Providers Alliance, Rightsify is committed to promoting the legal and compliant use of AI data, making it an important platform for AI music creators and business users.
Audacity is a cross-platform, open-source, and free multi-track audio editing and recording software available for Windows, macOS, and Linux. Since its release in 2000, Audacity has been a favorite among musicians, podcast producers, educators, and audio enthusiasts. Its functions include recording, editing, mixing, noise reduction, sound processing, spectrum analysis, etc., and supports various audio formats such as WAV, MP3, FLAC, OGG, etc. Audacity also supports plugin extensions such as VST, LADSPA, LV2, and more, allowing users to customize effects and workflows. The latest version introduces new features such as real-time effect previews, cloud saves, and AI plugin support, further enhancing the user experience. As a powerful and easy-to-use audio editing tool, Audacity is an ideal choice for audio production and editing.
Endlesss is an online multiplayer music collaboration platform operated by HabLab London, founded by Imogen Heap, aiming to facilitate the generation and sharing of musical ideas through innovative looping workflows. Users can compose alone or improvise online with others, building and mixing music loops in real-time. The platform has built-in drum machines, synthesizers, and a variety of sound effects, and supports audio input, AUv3 plug-ins, Ableton Link sync, and more, making it available for iOS and desktop. Endlesss emphasizes community interaction, allowing users to engage in community improvisations, share their work, and climb weekly leaderboards. The platform is committed to protecting the privacy of user data and musical works, providing a safe and open environment for music creation.
Piano Genie is an AI music creation tool developed by the Google Magenta team designed to help users without a musical background play the piano with ease. Users can simply use the 1 to 8 number keys on the keyboard or tap the colored buttons on the screen, and Piano Genie converts these simple inputs into a full 88-key piano performance in real-time. The system is based on a recurrent neural network autoencoder trained on 1,400 performances in international piano competitions, which is able to understand the structure and rhythm of music and generate smooth and expressive melodies. Piano Genie offers an intuitive interface with support for MIDI inputs and outputs, making it suitable for various scenarios such as education, entertainment, and music creation. Its source code is open-sourced on GitHub, encouraging developers to engage in local deployment and secondary development, driving the development of AI music technology.
ACE Studio is a professional AI vocal synthesis platform designed for music creators, producers, and content creators, offering the ability to generate high-quality vocals from MIDI and lyrics. Users can quickly generate natural and smooth AI vocals by inputting MIDI and lyrics, or uploading audio recordings, supporting multiple languages and styles. The platform offers over 80 preset AI voice models and supports custom training to meet different creative needs. ACE Studio also integrates advanced features such as audio-to-MIDI conversion, lyrics editing, emotional parameter adjustment, harmonic generation, voice cloning, and more, making it suitable for various scenarios such as pop, hip-hop, classical, film and television soundtracks, and more. The platform supports both Windows and macOS systems, offering free trials and flexible subscription plans to help users realize their musical ideas efficiently.
AIVA is an AI music generation assistant developed by Aiva Technologies SARL that enables users to quickly create original music in over 250 styles. Whether you are a beginner or a professional musician, you can upload audio or MIDI files, edit and generate tracks, and download them in various formats to meet your personalized creative needs. AIVA offers three subscription plans: Free, Standard, and Pro, and Pro users fully own the copyright to the work for commercial use. The music it generates has been widely used in movies, games, advertising, and other fields, with partners including NVIDIA, TED, Vodafone, and more.
MusicStar.AI is an AI-powered music generation platform designed to help users create original songs quickly. Users only need to input the song title and select their favorite music style (such as pop, hip-hop, rock, country, etc.), and the platform can generate a complete music composition with rhythm, lyrics, and vocals in less than a minute. Additionally, users can add their own lyrics or use existing ones to inspire new music creations. All generated music is copyright-free and suitable for both personal and commercial use. MusicStar.AI offers a variety of subscription plans to cater to different user needs, making it an ideal choice for music creators, content producers, and brand marketers.
Beatoven.ai is an AI-powered music generation platform that provides personalized, royalty-free background music specifically for content creators. Users can input the desired music style, mood, and rhythm through text prompts to quickly generate audio tracks that meet their needs, suitable for various scenarios such as videos, podcasts, games, and short videos. The platform supports audio downloads in multiple formats and provides commercial use licenses, ensuring that content creators can use it with peace of mind on major platforms. Beatoven.ai has obtained the "Fairly Trained" certification, ensuring that its AI models respect the rights and interests of music creators during the training process, and is committed to building a legal and sustainable AI music ecosystem through cooperation with Musical AI. The platform has helped over 1.5 million creators generate over 6 million pieces of music, making it an essential tool in the field of content creation.