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Audio self-supervised learning: A survey

Similar to humans’ cognitive ability to generalize knowledge and skills, self-supervised learning (SSL) targets discovering general representations from large-scale data. This, through the use of pre-trained SSL models for downstream tasks, alleviates the need for human annotation, which is an expen...

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Detalles Bibliográficos
Autores principales: Liu, Shuo, Mallol-Ragolta, Adria, Parada-Cabaleiro, Emilia, Qian, Kun, Jing, Xin, Kathan, Alexander, Hu, Bin, Schuller, Björn W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9768631/
https://www.ncbi.nlm.nih.gov/pubmed/36569546
http://dx.doi.org/10.1016/j.patter.2022.100616