Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation

research work·research paper·active

Research work examining music retrieval, music/audio representation learning.

Verified facts

Official site	https://arxiv.org/abs/2211.06687 ↗
Geography	Global
arxiv	2211.06687
venue	arXiv preprint
authors	Yusong Wu; Ke Chen; Tianyu Zhang; Yuchen Hui; Marianna Nezhurina; Taylor Berg-Kirkpatrick; Shlomo Dubnov
methods	contrastive learning; retrieval
code urls	unknown
demo urls	unknown
exact title	Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation
project urls	unknown
original title	unknown
citation counts	unknown
research topics	music retrieval; music/audio representation learning; text-to-audio generation
peer review status	not established from abstract metadata
disclosed conflicts	unknown
stated contribution	Presents or evaluates the system, method, benchmark, or analysis identified in the paper title.
us market scope basis	Included as a materially relevant public research artifact in the US-facing AI-music ecosystem; direct affiliation varies.
funding acknowledgements	unknown
affiliations at publication	unknown
publication or preprint date	2022-11-12
abstract level neutral summary	The work studies music retrieval, music/audio representation learning; methods and evaluation details are in the official abstract.
datasets benchmarks models tools used	unknown
correction withdrawal retraction status	No withdrawal marker observed in captured arXiv metadata.