Audio self-supervised learning: A survey
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 expensive and time-consuming task. Its success in the fields of …