Search Results for author:
Found 4 papers, 0 papers with code
Recursive Decoding: A Situated Cognition Approach to Compositional Generation in Grounded Language Understanding
Here we focus on this latter "decode-side" form of generalization in the context of gSCAN, a synthetic benchmark for compositional generalization in grounded language understanding.
Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers
Many applications involve detecting and localizing specific sound events within long, untrimmed documents, including keyword spotting, medical observation, and bioacoustic monitoring for conservation.
Prototypical Region Proposal Networks for Few-Shot Localization and Classification
Recently proposed few-shot image classification methods have generally focused on use cases where the objects to be classified are the central subject of images.
A Study of Few-Shot Audio Classification
In this research, we address two audio classification tasks (speaker identification and activity classification) with the Prototypical Network few-shot learning algorithm, and assess performance of various encoder architectures.
