2 papers
cs.SD2024
Multi-label Zero-Shot Audio Classification with Temporal Attention
Duygu Dogan, Huang Xie, Toni Heittola +1
Zero-shot learning models are capable of classifying new classes by transferring knowledge from the seen classes using auxiliary information. While most of the existing zero-shot l…
cs.SD2022
Zero-Shot Audio Classification using Image Embeddings
Duygu Dogan, Huang Xie, Toni Heittola +1
Supervised learning methods can solve the given problem in the presence of a large set of labeled data. However, the acquisition of a dataset covering all the target classes typica…