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Music Classifiers

mtg

AI model preview image
music-classifiers is a collection of transfer learning models for music classification, specifically for genres, moods, and instrumentation. These models are designed to leverage pre-trained models and transfer the knowledge to classify music in various categories.

Use cases

music-classifiers can be used in a variety of applications that require music classification. For example, music streaming platforms can implement these models to create personalized playlists based on a user's preferred genre or mood. They can also be used in recommendation systems to suggest similar songs or artists to users. These models can be beneficial in music analysis and research, allowing researchers to classify songs based on their genre, mood, or instrumentation. Additionally, these models can be integrated into music production tools to automatically classify and organize music samples or loops based on their characteristics. Overall, music-classifiers offers a versatile solution for music classification, opening up possibilities for innovative products and services in the music industry.

Audio-to-Text

Pricing

Cost per run
$0.00935
USD
Avg run time
17
Seconds
Hardware
Nvidia T4 GPU
Prediction

Creator Models

ModelCostRuns
Maest$?305
Essentia Bpm$?78
Music Arousal Valence$0.00164,660
Music Approachability Engagement$0.0065,440
Effnet Discogs$0.0006114,087

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Music Classifiers 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
Creatormtg
Model NameMusic Classifiers
Description

Transfer learning models for music classification by genres, moods, and ins...

Read more ยป
TagsAudio-to-Text
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
Runs5,075
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$0.00935
Prediction HardwareNvidia T4 GPU
Average Completion Time17 seconds