What is an AI Music Generator?

AI music generators inspire creativity and provide new avenues for musicians, composers, and music producers. AI music generators can now compose entire pieces, but can they truly capture the essence of human emotions? Let’s dive into the world where innovation and creativity collide and explore how these AI music generators work, what the best options are, and the pros and cons of the tools that fuse technology and artistry.

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What is an AI Music Generator?

As the number of AI music generators continues to soar, they bring a twist to music composition, production, and the listening experience. By adapting artificial intelligence algorithms, these computer-based systems analyze and learn patterns, structures, melodies, multitracks and stems from existing music.


AI music generators combine vast musical databases with deep neural networks and machine learning to create original compositions or mimic specific music styles and genres, from tropical house music and dream pop to indie music and classical compositions.


Anyone with a passion for music and an internet connection can get their hands on these AI-powered open source music tools. Their accessibility offers a  remarkable opportunity for aspiring musicians to enhance their creative journey by experimenting with innovative tools and plug-ins made available with artificial intelligence. 

No one can deny that music production is undergoing a transformative shift with the rapid advancement of AI music generators. Yet, AI music generators are not immune to errors. Oftentimes, the compositions they come up with fail to resonate with the discerning ear of experienced audio engineers and producers. 


Whether you are a music enthusiast, a curious artist, or a producer seeking new creative tools, our article will uncover the wonders of AI music generation and its potential to reshape the future of music. So, read on!

How Does an AI Music Generator Work?

AI music generators combine machine-learning systems and advanced algorithms to analyze and digest the data input acquired through vast collections of existing music. 


Confused about these technical terms? No need to worry because we have got you covered. Here's a breakdown of how this process works:


  • Data Collection: AI music generators require a substantial dataset of existing music covering various genres and styles. You can think of this dataset as the foundation for the AI system to help it learn and generate brand-new pieces of music.
  • Model Training: The AI then undergoes training using the collected music data to understand the underlying patterns, structures, and characteristics of music, such as relationships between notes, chords, rhythms, and melodies. This is then followed by further pattern recognition to outline the recurring motifs, chord progressions, rhythm variations, and other elements that define the musical style.
  • Generating Compositions: Now that AI is trained to recognize all the necessary musical elements, it becomes ready to generate a unique composition or a piece that mimics specific genres or artists. Based on which music generator you are using, you can also get the AI to generate lyrics and vocals. Or, you can use multiple AI generators to combine the vocals and the composition on your DAW afterward. 
  • User Interaction: Many AI music generators allow user interaction, enabling music enthusiasts and professionals to provide specific guidelines, feedback, and preferences. You can use prompts or system-based tools to adjust the speed, BPM, tempo, instruments, and keys for the AI to reshape the output in line with your creative style.
  • Output Formats: AI music generators can produce compositions in various formats, including MIDI files, audio recordings, or even sheet music. 
What is an AI Music Generator?

What are the Best AI Music Generators?

As of this day, every AI music tool available has its own distinct capabilities and features. Here is a list of some of the most used and well-known AI music generators:


  1. AIVA (Artificial Intelligence Virtual Artist): AIVA is an AI-generated music composer that allows you to create tracks by exploring various genres and uploading MIDIs and WAV files. With AIVA, users can customize certain parameters such as signatures, pacing, durations, and instrumentation. One remarkable feature of AIVA is that it has a built-in digital audio workstation (DAW) where users can easily adjust and customize instrument choices. Depending on the chosen subscription plan, AIVA offers a range of 3 to 300 monthly downloads, each with track durations spanning from 3 to 5.5 minutes.
  2. Magenta Studio: Magenta Studio is created as part of Google's Magenta project. It is a cutting-edge AI music generator that offers a comprehensive range of tools designed to inspire and support musicians in their creative endeavors. 
    It provides various plugins, models, and interfaces that enable users to explore creative possibilities using AI. One notable feature is the ability to blend two different instruments, resulting in the creation of entirely new and unique sounds. Additionally, Magenta Studio seamlessly integrates with popular music production software like Ableton, allowing users to harness the power of AI within their preferred digital audio workstation.
  3. Soundraw: Soundraw is an AI platform that allows you to create royalty free music for video editing, ads, trailers, and more. Users have the flexibility to choose the mood, genre, theme, and length of the track they need. Soundraw also offers pro tools for you to customize your tracks further by adjusting the energy levels, tempo, keys, and instruments. 
  4. Jukedeck: Jukedeck specializes in AI-generated royalty-free music. Users can customize parameters such as tempo, mood, and instrumentation to generate personalized music for podcasts, videos, games, and more.
  5. OpenAI's MuseNet: MuseNet is developed by the team behind OpenAI. It can generate complete musical compositions across various genres and styles. On MuseNet, you can experiment with different inputs and access a vast musical vocabulary for generating diverse compositions.
  6. Ecrett Music: Ecrett Music uses AI to compose music in various genres, catering to film, advertising, and media industries. It offers customization options and has a collaborative workspace for users to refine and modify the generated music.
  7. Melodrive: Melodrive focuses on AI-generated adaptive music for virtual realities and video games. It generates music in real-time, responding to the changing context and gameplay to enhance the player's immersion.

How is AI Used to Create Music?

When it comes to creating music using AI, different AI generators possess varying abilities and purposes. Often, achieving the best results requires combining multiple AI generators and refining the composition in a (DAW) for enhancements. 


If you are an aspiring musician or experiencing a creative block at the moment, you can draw inspiration from ChatGPT by providing it with prompts for the musical elements, chord progressions, beats, and melodies you need for a specific genre or mood. 


Keep in mind that when generating music with AI music generation, you need to be aware of potential copyright issues and legal complexities depending on the platform you are using. 

All the music and the sound effects in our library are royalty-free, meaning that you won’t need to deal with copyright claims once you become a subscriber. At Snapmuse, we offer a vast library of high-quality, original, and authentic royalty-free music and sound effects that is cleared for use on social media platforms, ads, podcasts, and campaign projects. 

Whether you are looking for cinematic background music or royalty-free lo-fi music, we have got you covered! Check out our catalog today and start your 30-day free trial to find the perfect audio accompaniment for your creative projects.

What is an AI Music Generator?

AI Music Generators Pros and Cons

While AI music generators open up a new creative space with exciting possibilities, they also bring some challenges to the musical landscape. Let’s explore the advantages and disadvantages that come along with the creative aspects of artificial intelligence.

Advantages of AI Music Generators

AI music generators have transformed the landscape of music composition and production, sparking creativity and inspiration for musicians, producers, and music enthusiasts alike. The notable advantages of generating music with AI include the following:

  • Saving Time: AI music generators can speed up the music-creating process and help musicians save time by experimenting with projects more rapidly.
  • Accessibility: AI music generators make music creation more accessible regardless of the users’ musical background or technical expertise. Aspiring musicians and amateurs can now engage in music composition, fostering creative expression for a broader audience.
  • Collaboration: AI music generators serve as creative partners, offering starting points and ideas for musicians to build upon. This collaborative approach enables synergies between human artistry and AI-generated music, sparking new possibilities.
  • Customizable Parameters: By using artificial intelligence technology, users can shape their music to align with their specific needs and creative vision by adjusting tempos, keys, instruments, and other parameters.

While there are limitations to the lengths of what you can do with AI music generators, the advantages they offer in terms of creativity, efficiency, accessibility, and collaboration make them invaluable tools for musicians, composers, and music producers. 

Disadvantages of AI Music Generators

  • Emotional Depth: We all know that music is a highly expressive art form, and capturing the intricacies of human emotion is often a challenge for AI algorithms.
  • Reliance on Existing Data: The diversity of the training dataset influences the creative processes of AI music generators, and it can often cause AI to come up with pieces that mimic the music available on the dataset.
  • Copyright and Originality: The fact that AI music generators learn from existing music data also brings concerns about copyright issues into the picture. 

If you are looking for high-quality and original tracks and sound effects for your social media content, ads, and other creative projects without the burden of legal complexities, look no further than Snapmuse! 

Our royalty-free music and sound effects catalog features high-quality tracks from various genres, moods, and usage areas and the best sound effects you can use to elevate your content to new heights. Start your 30-day free trial today to get unlimited access to our royalty-free music and SFX library.

The Role of Human Input in AI Music Generation

The role of human input in AI music generation is crucial for shaping and refining the music created by artificial intelligence. AI algorithms can generate music autonomously, but it is the human touch that brings a unique perspective, creative direction, and emotional depth to the compositions.


That is why aspiring musicians, producers, and composers need to leverage the strengths and weaknesses of AI-based music tools and carry out their expertise, emotional interpretation, and artistic expression to achieve unique and original results.

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