Music lyrics 06 Nov 2015
Generated music lyrics.

Generated by ChatGPT

DeepBeat is an AI program that generates rap lyrics using machine learning techniques. It combines lines from existing rap songs, trying to match rhyming lines and ensure the lyrics make sense together.

The tool includes keywords, such as "birthday" and "truth," that can be added to the lyrics to generate more personalized and relevant content. Users can choose to generate entire lyrics automatically or add lines manually using "Suggest (Rhyming) Line" buttons or writing lines themselves.

The tool also allows users to edit settings and add keywords through the upper-right corner of the interface. DeepBeat was created by Eric Malmi, Stephen Fenech, and Pyry Takala and has been featured in several media outlets, including Bloomberg, the Wall Street Journal, and Mashable.

The tool's source code is available on GitHub, and the team accepts feedback from users via email. DeepBeat's lyrics, generated from its algorithms, can be used for artistic or entertainment purposes.

DeepBeat was manually vetted by our editorial team and was first featured on February 14th 2023.
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Pros and Cons


Generates rhyming lines
Personalized lyrics with keywords
Manual and automatic lyrics creation
Editable settings
Publicly accessible source code
Accepts user feedback
Generates lyrics for entertainment
Multiple language support
Keyword inclusion in lyrics
Offers 'Suggest Line' option
Support for rap genre
Featured in media outlets
Created by reputable team
Can be used artistically
Editable keywords option


Limited to rap lyrics
No multi-language support
Non-interactive user interface
Mocks existing lyrics
No lyric uniqueness
Over-reliance on existing data
Software lags frequently
Server limitations


Who created DeepBeat?
How does DeepBeat generate rap lyrics?
Can I personalize the lyrics DeepBeat generates?
What are the 'Suggest (Rhyming) Line' buttons used for in DeepBeat?
Can I write my own lyrics in DeepBeat?
Is there an option to add or edit keywords in the DeepBeat interface?
Where can I find DeepBeat's source code?
How can I provide feedback to the DeepBeat team?
What is the purpose of the lyrics generated by DeepBeat?
Can I choose the language of the lyrics in DeepBeat?
What is the meaning of 'Include word' in DeepBeat's settings?
What happens when I click 'Generate lyrics' in DeepBeat?
How do the keywords function in DeepBeat?
What happens when there is an error or issue in DeepBeat?
Can I record a song using the lyrics generated by DeepBeat?
Where can I find songs that were written with DeepBeat?
Can DeepBeat generate lines that rhyme and make sense together?
Can I enable the deep learning feature in DeepBeat?
How long does it take for DeepBeat to generate lyrics?
Has DeepBeat been featured in any media outlets?

If you liked DeepBeat


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