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Meet DeepRapper, Microsoft’s AI rap-generator music software

DeepRapper is capable of deep raps. Yes, we’ve said it.

2 min. read

Published onJune 23, 2023

published onJune 23, 2023

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Key notes

Microsoft is investing a lot of funds into AI research.There is Orca 13Ba soon-to-be open source AI model, that has shown incredible results.There is LongMeM, which is Microsoft’s answer to the struggles of getting an unlimited context length.There is phi-1, which is Microsoft’s incredibly powerful AI language for coding.

Andthere is DeepRapper, which is Microsoft’s AI rap-generator music software. Yes, you heard that right. An AI rapper.

Developed by the Chinese Muzic, which falls underThe Deep and Reinforcement Learning Groupat Microsoft Research Asia, DeepRapper is an AI model that generates rap verses according to suitable rhythms.

In this paper, we develop DeepRapper, a novel Transformer-based rap generation system, which leverages rhyme modeling, rhythm modeling and pre-training for rap generation.

Here’s DeepRapper, Microsoft’s creative rap-generator

Here’s DeepRapper, Microsoft’s creative rap-generator

According to the paper, the researchers first built a data mining pipeline. This pipeline, which consisted of a dataset with rap songs with aligned lyrics and rhythmic beats, was used to train DeepRapper. After the pipeline was completed, they built a language model that would select rhymes and rhythm models.

The pipeline contained a vast quantity of rap songs, different in structure and composition. After DeepRapper was trained on it, the AI rapper was capable of coming out with complex and high-quality verses.

Even more, the AI rapper has currently generated over 5000 samples, andyou can actually see how they look. But so that you know, the verses are currently in Mandarin. However they are translated, and you can actually the complexity.

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As in any other creative AI, DeepRapper was trained on a music catalog from the Internet, so the actual raps can contain copyrighted material. However, it’s very interesting to see just exciting the research on AI gets.

With Muzic, Microsoft joins Meta in forging AI models for music creation. Meta also has recently announcedMusicGen, a similar AI model that composes music. So it will be interesting to see where this leads.

Will future music be AI-generated? Well, maybe not all of it, but some of it already is. What do you think?

Let us know your opinions in the comments section below.

More about the topics:AI,microsoft

Flavius Floare

Tech Journalist

Flavius is a writer and a media content producer with a particular interest in technology, gaming, media, film and storytelling.

He’s always curious and ready to take on everything new in the tech world, covering Microsoft’s products on a daily basis. The passion for gaming and hardware feeds his journalistic approach, making him a great researcher and news writer that’s always ready to bring you the bleeding edge!

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Flavius Floare

Tech Journalist

Flavius is a writer and a media content producer with a particular interest in technology, gaming, media, film and storytelling.