Ysobel Sims

Enhanced Embeddings in Zero-Shot Learning for Environmental Audio

Zero-shot learning is a scenario in machine learning where the classes used in the training and test sets are disjoint. This work considers zero-shot learning for environmental audio and improves results by enhancing audio and word embeddings. Previous works use the VGGish model for audio embeddings…