Musicgen

joehoover

AI model preview image
musicgen is a model that can generate music from a given prompt or melody. It uses deep learning techniques to learn the patterns and structures of music and then generate original compositions based on the provided input. The model has been trained on a large dataset of music and can generate music in various genres and styles. It can be used to generate music for various purposes such as background music, jingles, or original compositions.

Use cases

musicgen has several potential use cases for a technical audience. First, it can be used by composers and musicians as a creative tool to generate new musical ideas. By inputting a simple melody or chord progression, they can explore different variations and arrangements that the model generates. This can help spark inspiration and speed up the composition process. Additionally, music producers can leverage this model to create background music or jingles for various media platforms such as commercials, podcasts, or videos. They can specify the desired style or mood, and the model can generate original compositions that fit the criteria. Furthermore, game developers can integrate musicgen into their projects to generate dynamic and interactive soundtracks. The model can generate music that adapts and responds to different events or actions within the game, providing a unique and immersive audio experience for players. Finally, musicgen can be used in educational settings to teach music theory and composition. Students can input simple melodies or chord progressions and analyze the generated compositions to understand different musical structures and techniques. Overall, musicgen opens up a myriad of possibilities for creating, exploring, and experiencing music in new and innovative ways.

Text-to-Audio

Pricing

Cost per run
$0.0943
USD
Avg run time
41
Seconds
Hardware
Nvidia A100 (40GB) GPU
Prediction

Creator Models

ModelCostRuns
Instructblip Vicuna13b$0.0138217,446
Musicgen$0.0943244,958
Zephyr 7b Alpha$?3,019
Falcon 40b Instruct$?30,603
Sql Generator$?3,481

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Musicgen model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Currently, there are no demos available for this model.

Overview

Summary of this model and related resources.

PropertyValue
Creatorjoehoover
Model NameMusicgen
Description
Generate music from a prompt or melody
TagsText-to-Audio
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

PropertyValue
Runs244,958
Model Rank
Creator Rank

Cost

How much does it cost to run this model? How long, on average, does it take to complete a run?

PropertyValue
Cost per Run$0.0943
Prediction HardwareNvidia A100 (40GB) GPU
Average Completion Time41 seconds