Musenet – OpenAI’s neural maestro, Know its features and how to use Musenet for music composition.

Meet Musenet, the future of music creation, OpenAI‘s groundbreaking neural maestro. Musenet will effortlessly blend various styles and instruments to offer unique compositions. From its deep learning foundations to real-world applications, know-how Musenet is transforming the view of music for musicians, educators, and businesses.

Musenet, a neural network inspired by GPT-2, is capable of composing awe-inspiring melodies up to 4 minutes long, featuring an orchestra of up to 10 instruments. Whether you are a budding musician seeking inspiration, an educator who is looking for an innovative teaching tool, or a businessman who wants personalized music for business brands, Musenet is a tool for you.

In this article, we will step into the harmonious world of Musenet to explore its key features and benefits that make it shine from others. Let’s start to learn the Magic of Musenet where AI meets the symphony of possibilities.

What is Musenet?

OpenAI created Musenet based on a deep neural network that can create 4 minutes of music compositions by using up to 10 different instruments and can combine styles from different countries from Mozart to the Beatles.

Musenet uses a large-scale transformer model that can predict the next token in a sequence like GPT-2. Musenet has two modes for composing music. They are,

• Simple mode
• Advanced mode

Simple mode has some pre-generated random uncurated samples, users can choose the style or composer to start generating their own. This lets the users explore the variety of music styles that models can generate.

In advanced mode, users can interact with models directly. Completing the composition will take longer, but this will reward entirely a new masterpiece based on the user’s requirements.

OpenAI got data for Musenet training from various sources. Classical Archives and BitMidi donated their large collection of MIDI files for this project apart from this OpenAI also collected various data online including Pop, Jazz, African, American, Indian, and Arabic styles. In addition to this, they also used the Meastro dataset for a training program of Musenet.

Features of Musenet AI

From budding musicians to seasoned composers Musenet caters to a wide range of audiences. Here is a list of some of the key features of Musenet. Take a look,

The broad range of musical styles	Musenet covers a diverse range of musical styles, it includes classical, Jazz, Pop, Rock, and many more. It allows users to select different styles and combine them according to their preferences.
Customization	Users can have control over parameters like tempo, key, instrument,  and mood to make their unique piece of art. Further, it offers users more flexibility by allowing for creating music with desired characteristics and desired musical context.
High-quality music	Musenet leverages the power of advanced AI technology to provide high-quality music that closely resembles human composition. It strives to provide musical compositions with melody, harmony, and rhythms that exhibit creativity. Users can generate complete songs from scratch.
Editing tools	Users have options to customize their compositions. In addition to this Musenet also offers editing tools, which allow users to modify individual notes, melodies, harmonies, and other musical elements. It gives the users a personal touch to every musical piece they generate.

How to use Musenet for music composition?

Musenet offers a wide variety of musical styles, with about sixteen styles in total. Classical music like Mozart, Chopin, Bach, and Rachmaninoff is available. If the user prefers more modern there are also options, in that they can choose from pop artists like Beatles and Lady Gaga. there is also video game-style music. Here are the simple steps to use Musenet;

Simple Mode:

Developers wanted to make the Musenet available for musicians and non-musicians. Following this here are the simple steps for using each mode in Musenet. With this users can create their first music piece.

Step 1: Open the Musenet website via this link – Click here.

Step 2: Scroll down and Click the option named “Try MuseNet” By this users can start away in the “simple mode” musenet’s music composition.

Step 3: Here users can listen to a lot of random, untreated samples pre-generated by the Musenet team. Users can choose the style (Genre) and intro from the famous piece and start generating the process.

Step 4: Musenet will produce 3 variants in shortened versions.

Advanced Mode:

Step 1: To start the AI music composition journey, first of all, visit the Musenet official website and scroll down

Step 2: To enter advanced mode click the option named “show advanced settings”

Step 3: From here users can select the preferred style (genre), Intro (song snippet), and different instruments for the AI to compose Music. Users can also increase or decrease the tokens with the help of a slider to change the length of the final output.

Step 4: After doing this, Click the arrow next to the MIDI snippet to run the app.

(Musenet will provide its best when the instrument the users selected matches the style and intro they picked)

Step 5: Within minutes, users will get four expanded versions to listen to.

(Note: Musenet does not own any musical output and also encourages users not to charge the music they created. Musenet makes no guarantee that music is free from external copyright claims because they are just close replicas of copyrighted materials)

Pros and Cons of Musenet

Musenet is a boon for creators, educators, and even for businesses. The applications of Musenet are as vast as the musical universe itself. Here is the list of pros and cons of the Musenet tool;

Pros:

1. It can combine different musical styles (Genre) and instruments
2. Users can generate four-minute-long compositions within a few clicks.
3. It can support 10 different instruments to generate a user’s unique piece of art.
4. It has chordwise encoding for the prediction of patterns in music.
5. Offers more control over the composer and instruments.
6. It is trained from a wide range of datasets.
7. Available in two modes, simple and advanced mode, so users can select their preferred one based on their expertise in music.
8. In Musenet, embedding provides structural context and users can visualize them.
9. It is also trained on the MAESTRO dataset.
10. It provides the context of 4096 tokens.
11. It is a large-scale transformer model.

Cons:

1. Even though the style blending options are available on Musenet, it blends only a limited number of genres.
2. It is very poor with odd instrumental mixing.
3. Potential copyright issues, because it is just offering the close replica of external copyrighted materials.
4. Limited control over notes and users are facing difficulty in generating long structures.
5. There is no live support available.
6. Token encoding makes the process more complex.

What is so good about Musenet?

Three reasons Musenet is a game changer. Apart from bridging different styles, learning with explicit programming, and crafting a melody from different instruments, Musenet has many things to consider, here are some of them.

Unsupervised Learning – Musenet has shown what the AI can do by leveraging the power of GPT-2. It is not like traditional systems, it learns by predicting patterns and showcasing the power of unsupervised learning.

Accessible Music Creation – With Musenet, music does not need any hard training, users can create their masterpiece within a few clicks. It democratized the music creation and made it available to everyone.

Diverse Compositions – It blends diverse musical styles and instruments, and offers a user unique compositions.

Also, read our other article about The Ultimate AI Assistant and Chatbot Creator tool – Bottr

Musenet (OpenAI) Alternatives

Musico – It is an AI-powered software engine that can generate copyright-free pieces of music by blending a variety of styles and instruments based on traditional and modern learning algorithms.

Jukebox – It is a neural network that can generate music including raw audio in a variety of genres and artist styles.

Dadabots – It is also a neural network tool, that can generate music through live streams 24/7. By this users can create raw audio and imitate different bands and genres like Jazz, breakcore, and death metal. It also has a doppelganger neural technique, by which users can create deep fake covers of popular songs.

Mubert – It is an AI-driven music generator tool, that can create royalty-free music for various content platforms like videos, podcasts, and many more. It offers 4 tools such as Mubert Studio, Mubert AI, Mubert Render, and Mubert API, by which it can cater to different kinds of user needs.

MusicLM – It is an AI tool that can generate high-fidelity music text based on provided prompts and datasets. It offers a dataset composed of 5.5k music-text pairs with descriptions provided by human experts.

AIVA – it is a self-proclaimed creative tool for creative people. It offers features that are tailor-made to the users. It has three plan options such as enterprises, schools, and individuals. It provides copyright for music whatever the user is composing on AIVA but this option is only available on premium plans.

Magenta Studio – is a music generation plugin based on open-source machine learning techniques and built on cutting-edge technology. It is also available as an application format or users can use it as a plugin for Ableton Live. it can read and write without the need for Ableton.

AudioCipher – it is an innovative tool for melody generation. All it needs is user to input the text and the plugin will create music and chord progression based on machine learning technology. It has options to randomize the rhythm and users have more control over playbacks.

Lemonaide – It offers royalty-free music tracks. It lets the composer select things like mood or keys. Users can select just a chord just a melody or a combination of both. Most importantly there is a free trial option available, which lets the users experiment with various things before purchasing premium plans.

Staccato – It is a music generation tool that can help in music and lyrics. It offers top-notch integration with digital audio workstations (DAWs). It offers quite reasonable pricing for their plans, with as low as $6.49 for unlimited usage.

Frequently asked questions about Musenet