Meet SAM :

a songwriting productivity tool that helps you create better music faster

Sample from SAM Agent R
Sample from SAM Agent T
Sample from SAM Agent C



SAM automates the time consuming task of creating high-quality unique melodies

Use SAM to quickly write melodies from scratch or from chord progressions, lyrics, or text

SAM also creates chords and lyrics to assist your workflow


Sheet Music

SAM in training

SAM’s AI neural engine is trained with the sheet music of over 5000 chart topping songs

SAM imagining new melodies

Melodies, chords, and lyrics

Once training is complete, SAM unleashes its imagination and can create hundreds of new melodies in seconds

Hundreds of melodies

SAM filtering for the best music ideas

Top 10 melodies

SAM is also its own critic : from the hundreds of created melodies, SAM ranks them based on quality and presents the top 10 to the user



SAM Agent R

Create melodies using knowledge of 5000+ chart topping songs

SAM Agent I

Create melodies based on a generated SAM melody

SAM Agent T

Create melodies based on lyrics or text

SAM Agent G

Try SAM without signing up for an account

SAM Agent C

Create melodies based on a chord progression



Try SAM without signing up for an account
Download pre-generated melodies using the knowledge of 5000+ chart topping songs


No purchase necessary. No licensing requirements.

Our mission is to make SAM available to every songwriter and music producer

By allowing access to our product for free, we can demonstrate the popularity and viability of SAM



From the founder :

I came up with the idea for SAM while attending an AI technology conference. I saw that AI was already used in self driving cars and medical diagnosis, so I knew that creating an AI songwriting tool is possible.

Based on my research, most of the AI music tools on the market were not useful for music creators. These tools did not create high-quality unique melodies, which is a task that is difficult and time-consuming. In addition, users may not want to create melodies from scratch; they may already have pre-written lyrics or chords that they want to use.

So, I built SAM as a useful tool for songwriters and music producers. Its neural networks are trained with the highest quality sheet music. The variety of SAM agents allow users to create melodies from scratch, or from pre-written material.

I hope you enjoy using SAM as much as I enjoy developing it. With your feedback, I can continue to improve SAM and your user experience. I am constantly improving the AI engine, so be sure to check back often for new versions of SAM.


SAM is built with the newest state-of-the-art AI technologies, and can run on multiple high-end GPUs

SAM can be easily configured to maximize performance based on your server’s GPU resources

Contact us for details on software licensing, or provisioning a private SAM server for your organization


Wayne Cheng
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Wayne Cheng is the founder and machine learning engineer at Audoir, LLC. His focus is on the use of generative deep learning to create songwriting tools. Prior to starting Audoir, he worked as a design engineer for Silicon Valley startups, and an audio engineer for creative organizations. He has a MSEE from UC Davis, and a Music Technology degree from Foothill College.




Is SAM really 100% free to use?

Yes. Our mission is to make SAM available to every songwriter and music producer. We allow access to our product for free, so that we can demonstrate the popularity and viability of SAM. We can also improve SAM with user feedback.

Why do I have to register or log in?

By registering or logging in with your Google or Facebook account, we can create a SAM account for you. With this private account, you can access the melodies created by SAM.

Will other users be able to see my lyrics, chord progressions, and melodies?

No, with your private account, only you will be able to see your requests and the melodies created by SAM.

How long does it take to create the melodies?

For each request, the melodies are created in around 90 seconds. The run time is a result of creating hundreds of melodies, and then selecting the top 10.

How many requests can I make?

You can make up to 10 requests per 24 hours. Requests will be deleted after 24 hours. So make sure to download the melodies created by SAM, or they would be lost forever.

What software can I use to view the XML and MID files?

We recommend using MuseScore to view the XML and MID files. You can also open the MID files in a DAW.

What is the AI architecture that powers SAM? How is the sheet music acquired? How is the sheet music transformed into numerical data?

Sorry! That information is proprietary intellectual property.

How do I contact you?

You can contact us by sending us an email at

When you sign in, there is also a feedback form that you can use to contact us.



Creating Music Using AI Technology

What is the best way to use AI technologies to create works of art? In this article, I will discuss how companies are developing AI tools to help songwriters and musicians create music.

Using the World’s Most Advanced Language Processing AI to Create Music

What happens if we train the world’s most advanced language processing AI to create music?

Amazon Releases DeepComposer as a Musical Approach to Generative AI

According to Amazon, the generative AI technology that they’ve developed gives “everybody access to an expert.”

Sony to Release Augmented Creativity Product for Musicians

Sony plans to release FM Pro which promises to “augment human creativity and enhance the imagination of creators.”

Google’s Venture into Music Production with Artificial Intelligence

It may be hard to imagine, but Google’s next venture may be in the music industry.


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All rights reserved

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