MusicBench

dataset·text to music training·active

Music audio-text pairs expanding MusicCaps with extracted musical features and augmentation for controllable generation.

Verified facts

Official sitehttps://huggingface.co/datasets/amaai-lab/MusicBench
GeographySingapore
github repositoryAMAAI-Lab/mustango
sizetest samples: 400 · train samples: 52768 · source samples: 5521
scopeControllable text-to-music model training and evaluation.
genresMusicCaps-derived mix
stewardAMAAI Lab / Mustango authors
creatorsJan Melechovsky; Zixun Guo; Deepanway Ghosal; Navonil Majumder; Dorien Herremans; Soujanya Poria
languagesEnglish prompts
modalitiesaudio; text prompts; chords; beats; tempo; key
geographiesGlobal
access methodHugging Face dataset repository.
intended usestext-to-music generation; controllable generation
related papersMustango: Toward Controllable Text-to-Music Generation
annotation methodAudio features extracted and expressed through text templates appended to prompts.
collection methodExpands MusicCaps through pitch, tempo and volume augmentations.
provenance claimsDerived from MusicCaps audio identifiers and captions.
current availabilityDataset card available; actual audio availability follows MusicCaps/YouTube dependencies.
us market scope basisPublicly available or materially used in US-facing music/audio-AI research.
limitations biases disputesAugmented samples are not independent recordings.; Source audio inherits MusicCaps/YouTube access and rights constraints.
related models tools benchmarksMustango; MusicCaps

Current

derived fromMusicCaps

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