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DeepBeat

DeepBeat generates rap lyrics using machine learning by combining lines from existing rap songs.
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DeepBeat

What is DeepBeat?

DeepBeat is a program created by Eric Malmi, Stephen Fenech, and Pyry Takala that uses machine learning techniques to generate rap lyrics by combining lines from existing rap songs. It aims to combine lines that rhyme and make sense together. For more information, you can refer to the research paper titled "DopeLearning: A Computational Approach to Rap Lyrics Generation".

Who created DeepBeat?

DeepBeat was created by Eric Malmi, Stephen Fenech, and Pyry Takala. It was launched on November 6, 2015. The program utilizes machine learning techniques to generate rap lyrics by combining lines from existing rap songs. Users can provide feedback to [email protected]. The founders aim to create a platform that combines rhyming and sensible lines from rap songs. For more information, refer to the research paper titled "DopeLearning: A Computational Approach to Rap Lyrics Generation".

What is DeepBeat used for?

  • Generate rap lyrics by combining lines from existing rap songs
  • Combine lines that rhyme and make sense together
  • Edit settings to add keywords which must appear in the generated lyrics
  • Enable the deep learning feature for improved performance
  • Create lyrics line by line using 'Suggest (Rhyming) Line' buttons
  • Write lyrics manually line by line
  • Read the research paper titled 'DopeLearning: A Computational Approach to Rap Lyrics Generation'
  • Record songs written with DeepBeat
  • Submit user-recorded songs for featuring on the service
  • Provide feedback to the creators via [email protected]

How to use DeepBeat?

To use DeepBeat for generating rap lyrics, follow these steps:

  1. Getting Started:

    • Click on 'Generate lyrics' to automatically fill empty lines, or create lyrics line by line using the 'Suggest (Rhyming) Line' buttons or by typing lines manually.
  2. Settings:

    • Access settings by clicking on the upper right corner to customize your experience.
    • Add keywords to ensure specific words appear in the generated lyrics.
    • Enable the deep learning feature for enhanced performance (disabled by default).
  3. Songs Written with DeepBeat:

    • Explore recorded songs generated with DeepBeat.
    • Share your own recorded songs written using the service by sending a link to [email protected] for a chance to be featured.

Remember that DeepBeat utilizes machine learning to combine lines from existing rap songs to create new rap lyrics that rhyme and make sense together. For more details, refer to the research paper titled "DopeLearning: A Computational Approach to Rap Lyrics Generation" by the creators Eric Malmi, Stephen Fenech, and Pyry Takala. Feel free to provide feedback to [email protected] and enjoy the rap lyric writing experience!

DeepBeat FAQs

How does DeepBeat generate rap lyrics?
DeepBeat uses machine learning techniques to generate rap lyrics by combining lines from existing rap songs. It tries to combine lines that rhyme and make sense together.
Who created DeepBeat?
DeepBeat was created by Eric Malmi, Stephen Fenech, and Pyry Takala.
What can users do on DeepBeat?
Users can hit 'Generate lyrics' to fill all empty lines, create lyrics line by line using 'Suggest (Rhyming) Line' buttons, or write lines themselves. They can also edit settings such as adding keywords or enabling the deep learning feature.
Are there any recorded songs written with DeepBeat?
Yes, there are recorded songs written with DeepBeat. Users can submit their own songs to be featured by sending a link to [email protected].
What was the research paper related to DeepBeat called?
The research paper related to DeepBeat is titled 'DopeLearning: A Computational Approach to Rap Lyrics Generation'.
How can users provide feedback to DeepBeat?
Users can send their feedback to [email protected].

Get started with DeepBeat

DeepBeat reviews

How would you rate DeepBeat?
What’s your thought?
Nadia Al-Mansoori
Nadia Al-Mansoori January 9, 2025

What do you like most about using DeepBeat?

I love how versatile the lyrics can be. It offers a wide range of styles and flows that can fit into different genres.

What do you dislike most about using DeepBeat?

The context can sometimes be a bit off, leading to lines that don’t feel entirely relevant to my themes.

What problems does DeepBeat help you solve, and how does this benefit you?

It significantly speeds up my creative process, allowing me to generate ideas quickly and efficiently, which is vital in my music production.

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Hassan Khalid
Hassan Khalid January 21, 2025

What do you like most about using DeepBeat?

The AI's ability to generate coherent and catchy lyrics is truly remarkable. I can generate multiple verses in a matter of minutes.

What do you dislike most about using DeepBeat?

Occasionally, the tool may produce lyrics that feel out of place. It would be great if it could learn more from the themes and styles I prefer.

What problems does DeepBeat help you solve, and how does this benefit you?

It offers a quick way to brainstorm ideas, which is incredibly useful in the fast-paced world of music production. I can generate ideas and refine them into full songs.

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Santiago Jimenez
Santiago Jimenez January 10, 2025

What do you like most about using DeepBeat?

The tool is fun and engaging, making lyric writing an enjoyable process. I often find surprising combinations that spark my creativity.

What do you dislike most about using DeepBeat?

There are times when the lyrics don't quite fit the mood I'm aiming for. It requires some tweaking to align with my style.

What problems does DeepBeat help you solve, and how does this benefit you?

It helps me come up with new ideas quickly, which is especially important when I’m under pressure to produce new music. It’s a handy tool for any songwriter.

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