Introducing MusicCaps: A Dataset of 5,521 Music Clips for Descriptive Music Analysis
Are you interested in exploring the intricacies of music? Look no further than MusicCaps, a unique dataset of 5,521 music clips, each lasting 10 seconds. Created by musicians, this dataset provides you with valuable insights into the world of music.
The MusicCaps dataset is composed of two key elements: an aspect list and a free-text caption. The aspect list consists of descriptive adjectives that capture the essence of the music, such as “pop, tinny wide hi hats, mellow piano melody, high pitched female vocal melody, sustained pulsating synth lead.” This list helps you understand the various elements that make up each composition.
The free-text caption provides detailed descriptions of the music, including information about instruments, mood, and other relevant characteristics. This allows you to dive deeper into the nuances of each piece and gain a richer understanding of its sound.
Sourced from the AudioSet dataset, MusicCaps features labeled examples from both the evaluation and training splits. With a Creative Commons BY-SA 4.0 license, this dataset is freely available for use in music description tasks.
Whether you’re a musician, researcher, or simply a music enthusiast, MusicCaps offers a wealth of information waiting to be explored. Unlock new insights into the world of music and enhance your understanding of different compositions with this comprehensive dataset.
Please remember to cite the corresponding paper (https://arxiv.org/abs/2301.11325, DOI: 10.48550/arXiv.2301.11325) when using MusicCaps in your research or projects.
Discover the beauty of music with MusicCaps dataset today!
