AI Music Generation: Complete Guide and Comparison

Neural networks and artificial intelligence can process not only text data, videos, and graphics but also work with audio information. This capability makes it possible to create music. Just a few years ago, it was believed that creating your own musical compositions required a studio and instruments, or at least the skills to work with specialized software. However, the rapid growth of artificial intelligence is completely changing this paradigm—now, AI takes on the entire process of creating musical compositions. The user only needs to create a text prompt specifying the requirements for the composition.

Today, we review top AI music creation platforms: Suno AI, AIVA, Soundraw, Mubert, MusicGEN, Loudly, Riffusion.

How AI Makes Music

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Before reviewing the AI platforms, let's understand how they make music. Typically, AI uses deep learning to create musical compositions. This method allows analyzing large volumes of musical data and generating new compositions based on it. The algorithm for generating music involves training a model on large datasets (e.g., MIDI files and audio recordings) and then generating music based on parameters such as genre or instruments.

Below are the types of neural networks used in music creation:

• Recurrent Neural Networks (RNN)

A recurrent neural network is a deep learning model trained to process and transform sequential sets of input data into sequential output. Sequential data are data in which components have a strict order and relationships based on complex semantics and syntactic rules, such as words and sentences. As mentioned earlier, RNNs are well-suited for working with sequences. In music, these sequences are melodies and chords, thanks to the network’s ability to "remember" previous notes.

• Transformers

Transformers are a type of neural network architecture designed to transform an input sequence into an output sequence. They study context and track relationships between components of a sequence. In music creation, transformers are used to handle complex musical structures and generate multilayered compositions.

• Generative Adversarial Networks (GAN)

GANs are named for their use of two neural networks that "compete" with each other: one network generates data samples, while the other tries to predict whether the data is original. In music generation, one network creates tracks while the other evaluates their quality, improving the final result as needed.

• Autoencoders

Autoencoders are neural networks that do not use supervision during training and do not rely on data compression. They are used to create variations based on existing tracks or to apply musical stylization.

Suno AI

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Suno AI is a popular AI music software launched in December 2023 that creates vocal and instrumental tracks using a simple text prompt. You can specify the style of the composition and the song lyrics in the prompt. Its popularity led Suno, Inc., in partnership with Microsoft, to integrate Suno AI into the Microsoft Copilot chatbot. Suno AI is ideal for background music and advertising tracks.

Advantages:

• Simple and user-friendly web interface.
• Supports using images and videos in addition to text prompts.
• Completely ad-free in the free version.
• Provides editing tools for generated tracks.
• Automatic selection of cover images for compositions.
• Official mobile app available for iOS and Android.

Disadvantages:

• The free version includes 50 credits, allowing only 5 compositions per day; 50 more credits are added daily.
• Duration limits depend on the AI model used: v2 up to 1:20 min, v3 up to 2 min, v3.5 up to 4 min.

AIVA

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AIVA is one of the best AI music generators designed specifically for creating music, from classical and symphonic compositions to electronic dance music tracks. AIVA was first released in February 2016 by Luxembourg-based Aiva Technologies SARL.

Advantages:

• Advanced editing tools: change tempo, key, duration, style, and instruments.
• Ability to upload existing tracks to use as templates.
• Export of compositions in MIDI, WAV, or MP3.
• Official documentation available.
• Available as a web interface or desktop app (Windows, macOS, Linux).
• Monetization of tracks (only in the Pro plan).

Disadvantages:

• The free plan allows only 3 downloads per month.
• Limited editing features in the free version.

Soundraw

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Soundraw is an online AI song generator, launched in February 2020 by Japanese company SOUNDRAW, Inc. Soundraw is suitable for creating tracks in any genre. It can be used by individuals to create personal tracks or by artists and labels for commercial music (paid plans only).

Advantages:

• Simple, intuitive web interface.
• Ability to mix multiple genres in a track.
• Extensive editing options: track length, tempo, genre, mood (epic, happy, angry, sentimental, romantic, etc.), and theme (corporate, cinematic, comedy, documentary, etc.).
• API available (as of 2025, API for music generation is available in the Enterprise plan only).

Disadvantages:

• Track downloads require a subscription.

Mubert

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Mubert is an online AI platform for generating music tracks in real-time using text prompts, images (.png, .jpg, .webp), or by selecting a genre. Ideal for background music in videos and podcasts.

Advantages:

• Simple 3-click track creation.
• You can specify genre, mood, track type (Track, Loop, Mix, Jungle), and duration (5 seconds–25 minutes).
• API available (beta) for registered users.
• Mubert Studio allows monetization and promotion of tracks.
• Official iOS and Android apps available.
• Integration with YouTube, Twitch, TikTok, Streamlabs, Kick.

Disadvantages:

• Instrumental-only tracks; no vocals.
• Free plan: 30 min/day, 25 tracks/month; paid plans increase limits (up to 500–1000 tracks).
• Cannot mix multiple genres or use sound effects.
• No track stems or MIDI export.

MusicGEN

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MusicGEN is a simple AI service for creating music via text prompts or audio samples. Focused on short tracks (up to 2 minutes). Requires installation and setup, which can be challenging for beginners.

Advantages:

• Simple interface.
• Open-source AudioCraft language model used in MusicGEN and AudioGen.
• Ready-made implementations available online.

Disadvantages:

• Requires technical skills for setup.
• Tracks limited to 15 seconds.
• No customization during track creation.

Loudly

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Loudly is a platform with built-in AI for generating music and tracks. Tracks can be created via text description or a built-in generator. Ideal for social media, videos, and streaming services.

Advantages:

• Rich functionality: choose instruments, genre (15+ including EDM, Hip Hop, Techno, Rock), tempo, subgenres.
• Built-in templates with flexible filters.
• API available on request.

Disadvantages:

• Free version: 25 tracks/month, 30 sec each; cannot download tracks.

Riffusion

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Riffusion is an AI service based on the Stable Diffusion deep learning model, generating short music fragments including vocals using text prompts.

Advantages:

• Free, unlimited creation in "relax mode."
• Ability to create remixes and covers.
• You can provide the song lyrics. 
• The web version allows grouping tracks into projects and playlists.

Disadvantages:

• Paid plan required for commercial use.
• Paid plans allow audio uploads, WAV and Stem downloads.
• Limited editing functionality compared to competitors.

Conclusion: Comparative Table

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