152 citations · 262 across the 12 of their papers we have counts for
3 papers · 1 filter
Fine-Grained Classroom Activity Detection from Audio with Neural Networks
Eric Slyman, Chris Daw, Morgan Skrabut +2
Instructors are increasingly incorporating student-centered learning techniques in their classrooms to improve learning outcomes. In addition to lecture, these class sessions invol…
Proposal-based Few-shot Sound Event Detection for Speech and Environmental Sounds with Perceivers
Piper Wolters, Logan Sizemore, Chris Daw +2
Many applications involve detecting and localizing specific sound events within long, untrimmed documents, including keyword spotting, medical observation, and bioacoustic monitori…
A Study of Few-Shot Audio Classification
Piper Wolters, Chris Careaga, Brian Hutchinson +1
Advances in deep learning have resulted in state-of-the-art performance for many audio classification tasks but, unlike humans, these systems traditionally require large amounts of…