Best AI Music Generators in 2023

Artificial intelligence (AI) music generators are computer programs that create music. This can be accomplished in several ways, such as by employing neural networks to create entirely unique music or utilizing machine learning algorithms to assess existing music and produce new compositions in a similar style. While some AI music generators can produce music instantly, others must first undergo pre-training on a dataset of previously created music to produce brand-new works. Below is a list of some well-known AI music generators.

Amper Music

Amper Music, one of the easiest AI music generators to use and at the top of our list of the best AI music generators, is the ideal option for anyone wishing to start using AI-generated music. Amper makes music from pre-recorded samples. These are subsequently converted into actual audio, which can then be altered about music keys, pace, specific instruments, and other factors. For instance, you can tune the entire instrument to fit the tone or feel you want to create. Therefore using it can be done without a thorough understanding of music theory or composition.

A cloud-based platform is a terrific option for creating soundtracks and music for video games, movies, or podcasts. You have even more options with the premium edition that support you as the artist.

AIVA

AI’s ability to create music for commercials, video games, movies, and other media are constantly being developed. AIVA, built in 2016, is another outstanding AI music creator consistently attracting notice. AIVA has released an album and written music for a video game, and its first publication was “Opus 1 for Piano Solo.” The program frees users from worrying about music licensing procedures and allows them to create original music and versions of already-existing tracks. By picking a preset style, AIVA makes it simple to create harmony in various genres and styles. You can use AIVA to make modifications to contemporary music.

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Ecrett Music

Anyone may create musical clips with Ecrett Music, which trains on thousands of hours of music. Both pros and beginners will find the program quite user-friendly, and it offers a wide variety of sceneries, emotions, and genres. The AI music generator comes with a royalty-free song generator, so you may generate music for any video or game without worrying about licensing difficulties.

Before choosing “Create Music,” you must select at least one option from the tool’s Scene, Mood, and Genre sections. The music is then generated by the tool based on your selections, so even while using the same parameters, you receive a fresh soundtrack each time. You may easily modify the instruments and structures with just a few clicks. Melody, Backing, Bass, and Drum are a few of the instruments.

Soundraw

Soundraw, which among other things, lets you modify a song with AI-generated phrases, is another fantastic alternative for an AI music generator. The program relies on a combination of AI and its manual tools, all of which make it simple to create and modify new music. A customization option on the platform enables you to improvise and fine-tune a single musical composition. While the song generator is accessible to all users, a subscription is required for limitless downloads.

Boomy

Boomy, which enables users to produce original songs in seconds, is one of the tools important in decreasing the barrier to entry into music creation and increasing access to music generation. It is a very special tool because you may submit those songs with the chance to earn streaming fees from different platforms.

The tool’s innovative artificial intelligence writes and creates an entire song in a matter of seconds after you choose a few criteria and click “Create Song.” After that, you can decide whether to accept it or not. And while you go through this process, Boomy’s AI creates a unique profile for you to use as a tool for making the best music.

OpenAI – MuseNet

MuseNet is an online AI music-generating platform created by OpenAI, one of the major names in the AI business. The program can produce songs using up to ten different instruments and music in up to 15 different styles, the company claims.

Another distinctive quality of OpenAI’s MuseNet is its ability to imitate both contemporary master composers and well-known composers like Mozart. The tool’s ability to assess music over extended periods is based on a deep neural network trained on data obtained from online sources. Although MuseNet offers several Soundcloud samples, and you can listen to much AI-generated music using the tool, it still does not allow you to create your own music.

Amadeus Code

Amadeus Code, accessible to all music lovers, rounds off our list of the greatest AI music creators. You may quickly compose new melodies with the iOS-based software. The AI engine behind Amadeus Code uses chord progressions from some of the most well-known songs in history. These can then be used to build new musical compositional systems. Using the AI music generator, you can even utilize gestures for composing entirely new songs or replicating certain passages of already-written songs. Audio and MIDI files can be exported to audio editing software, but you must pay for each song you want to keep.

Chrome’s Song Maker

The web-based Song Maker application from Chrome Music Lab enables users to compose and modify music using an easy-to-use interface. Song Maker is a component of Chrome Music Lab, a set of exercises that allow people of all ages to learn more about how music functions. Users of Song Maker can arrange various sounds in a grid to produce beats, melodies, and chord progressions. Users can use the tool’s integrated synthesizer and library of pre-made sounds to build their own songs. The finished product of the music can be downloaded as a MIDI file and shared with others. Song Maker is an entirely free browser-based tool that doesn’t need to be installed.

MuseNet MIDI Generator

MuseNet is an AI-driven MIDI generator created by OpenAI that creates new MIDI compositions in various styles using a neural network trained on a dataset of MIDI files. Users can enter a few notes or a melody into the program, and it will subsequently create an entire piece of music based on those inputs. MuseNet is based on the GPT-2 model, a transformer-based neural network trained on a sizable dataset of MIDI files, and can produce music in various genres, including jazz, pop, and classical. By feeding MuseNet a dataset of MIDI files representative of that style, it can also be trained to produce music in that manner. MuseNet’s output can be played in any standard MIDI player and converted to various audio formats with the help of any DAW program.

Melodrive

Users can write original music tracks for their projects using the AI-powered music composition tool Melodrive. Melodrive’s AI technology is made to comprehend and react to a scene’s emotional content and produce music that heightens the audience’s emotional experience. Deep learning, music theory, and dynamic analysis are all combined in Melodrive to create the music. The AI will create a song that fulfills those requirements when the user selects the desired feeling and style on the simple-to-use platform. Users can adjust the composition using sliders for tempo, difficulty, and other factors on Melodrive’s user interface. The user can provide a reference track to make the composition sound like a particular track.

The AI in video games, virtual reality experiences, and other interactive media can adapt in real time to the player’s or viewer’s actions thanks to Melodrive technology. As a result, it is feasible to develop a dynamic and adaptable musical experience that adapts to the user’s actions.

ORB Composer

An AI-powered music composition tool called ORB Composer aids composers and songwriters in producing fresh, creative music. The program can create music in various genres and styles, including electronic, pop, and classical music. It generates melodies, harmonies, and rhythmic ideas using sophisticated algorithms, and users can adjust and edit the material made to fit their needs. Users can easily compose new compositions using ORB Composer’s user-friendly interface, which also has several tools for modifying and fine-tuning the output. Additionally, it offers the option to import and use your own samples and a library of already created sounds and samples. The program can also create MIDI files, which may then be used to produce and edit music using any DAW program.

Instead of being a fully automated music-generating tool, ORB Composer is intended to be a creative tool that can assist composers and songwriters in finding new ideas and inspiration. It can also be used to develop music production concepts, soundtracks for movies and video games, and music for advertisements and other media.

Brain.fm

The music produced by the AI-powered music creation and streaming service Brain.fm is intended to enhance focus, relaxation, and sleep. The platform uses a patented AI technology that creates original musical compositions based on the user’s desired mood, such as concentration, relaxation, or sleep and adjusts the music in real-time to the user’s brainwaves. An algorithmic composition, psychoacoustics, and neural network technologies are used to create the music on Brain.fm. The use of precise sound frequencies and patterns is intended to assist users in achieving a particular cognitive state by lulling the brain into various forms, such as relaxation, concentration, and sleep.

Users can alter the speed, instrumentation, and other settings to make the sessions more appealing to them on the platform, which offers a range of music sessions, each with a unique objective like concentration, relaxation, or sleep. Both a mobile app and a web version of Brain.fm are accessible. According to Brain.fm, its music can aid meditation, concentration, and restful sleep and has been scientifically shown to promote attention, relaxation, and sleep.

Jukebox

OpenAI’s Jukebox, an AI-powered music creation model, uses a deep learning neural network to produce music in a range of genres, including pop, rock, jazz, and classical. The model can create new MIDI files with a similar aesthetic to the training data because it was trained on a collection of MIDI files. Jukebox is a fully-fledged AI-based music composer because it can create a song’s lyrics in addition to the melody and harmony. Additionally, it can produce various renditions of the same song using multiple genres, moods, and instruments, giving the user a variety of alternatives.

Jukebox generates diverse and coherent music thanks to a transformer-based architecture akin to GPT-2. Any regular MIDI player can play Jukebox’sJukebox’s output, and any DAW software can convert it to other audio formats. The JukeboxJukebox can also create music in a particular artist or band’s or band’s specific style by adjusting the model using a dataset of that music.

Melobytes

Users of Melobytes can produce creative music tracks in a wide range of genres and styles thanks to AI-powered music-generating technology. The tool creates new melodies, harmonies, and rhythms using a combination of machine learning algorithms and music theory, and users can adjust and adapt the created content to their needs. Users may easily develop new compositions with Melobytes’ easy-to-use interface, which also has several options for modifying and fine-tuning the output. Additionally, it allows you to import and use your own samples and a library of already-created sounds and samples. The program can also create MIDI files, which may then be used to produce and edit music using any DAW program.

Instead of being a fully automated music-generating tool, Melobytes is intended to be a creative tool that can assist composers, songwriters, and producers in finding new ideas and inspiration. Additionally, the software works with various operating systems and gadgets, including Windows, Mac, iOS, and Android.

Loudly

With Loudly, an AI-powered music composition tool, users may generate bespoke audio tracks for various projects, such as movies, presentations, and mobile apps. In order to create fresh melodies, harmonies, and rhythms, it combines machine learning algorithms with music theory. Users can then adjust and change the generated content to suit their needs. The user interface of Loudly is straightforward and user-friendly, allowing users to choose from a number of genres, moods, and instruments before fine-tuning the composition using sliders for tempo, intricacy, and other factors. The user can upload a reference track to make the composition resemble that track.

Additionally, the software provides a developer API so that programmers can incorporate the service into their own programs and websites. According to Loudly, their AI can produce original, excellent music tracks in a matter of seconds, offering a quick and affordable solution for music production.

Magenta Studio

The Google Magenta research team created the open-source, AI-driven music composing tool called Magenta Studio. It is constructed on top of the Magenta open-source library, a set of models and tools for employing machine learning while working with music and art. A drum machine, step sequencer, and a piano roll editor are just a few of the user-friendly instruments and interfaces that Magenta Studio offers for working with music and AI. Various previously trained models are also included, including the MusicVAE, which can create fresh melodies, chord progressions, and percussion patterns in response to user input.

Anyone can start making music with AI thanks to Magenta Studio, which is made for seasoned musicians and those with little to no musical training. It requires no installation and can be used on any computer with a web browser. Additionally, TensorFlow.js, which enables in-browser real-time interaction with machine learning models, is included in Magenta Studio.

BandLab SongStarter

An AI-powered music creation tool called BandLab SongStarter enables users to make original music tracks for their projects, such as films, presentations, and mobile apps. It creates new melodies, harmonies, and rhythms using a combination of machine learning algorithms and music theory, and users can adjust and edit the material produced to fit their needs. Users of BandLab SongStarter can easily create new songs by choosing from a number of genres, moods, and instruments thanks to the application’s user interface’s simple design. The user can also adjust the composition using sliders for tempo, complexity, and other factors. The user can provide a reference track to make the composition sound like a particular track.

Instead of being a fully automated music creation tool, BandLab SongStarter is intended to be a creative tool that can assist composers, songwriters, and producers in finding new ideas and inspiration. Users of the program can also collaborate on musical projects and share their contributions with others. Additionally, it provides a developer API so that programmers can incorporate the service into their own software and websites.

Algonaut Atlas 2

Algonaut Atlas 2 is an AI-enabled music production software that creates new rhythms, harmonies, and melodies using machine learning algorithms. Algonaut, a business that specializes in AI-based music production tools, is the one who made it. To create new songs, harmonies, and rhythms that are stylistically comparable to the user’s existing music, Atlas 2 claims to be able to study and comprehend the user’s music library. Along with the ability to import and use your own samples, the software also comes with a library of ready-made sounds, loops, and samples.

Anyone who wants to make music with artificial intelligence can utilize the software created for artists, producers, and composers who wish to find fresh inspiration and ideas. Users may easily build new compositions with Atlas 2’s user-friendly interface, which has several tools for modifying and fine-tuning the output. Additionally, it can create MIDI files, which may then be produced and edited using any DAW program.

My Lyrics Maker

My Lyrics Maker is a program or website that creates song lyrics using artificial intelligence. Users can enter keywords or phrases, and machine learning techniques are then used to produce lyrics that match the input’s theme or style. In some software versions, the user may also be able to enter a melody, and the program will create lyrics that go along with the song.

Songwriters, musicians, and composers looking for ideas or help crafting lyrics may find this software helpful. It’s crucial to remember that lyrics produced by AI are not always of great quality and need to be edited and improved before use. Your nation’s copyright rules and regulations must also be understood, as some created lyrics may be identical to or similar to existing lyrics, which may give rise to legal complications.


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Prathamesh Ingle is a Mechanical Engineer and works as a Data Analyst. He is also an AI practitioner and certified Data Scientist with an interest in applications of AI. He is enthusiastic about exploring new technologies and advancements with their real-life applications