283 citations · 470 across the 84 of their papers we have counts for
3 papers · 1 filter
Epic-Sounds: A Large-scale Dataset of Actions That Sound
Jaesung Huh, Jacob Chalk, Evangelos Kazakos +2
We introduce EPIC-SOUNDS, a large-scale dataset of audio annotations capturing temporal extents and class labels within the audio stream of the egocentric videos. We propose an ann…
Play It Back: Iterative Attention for Audio Recognition
Alexandros Stergiou, Dima Damen
A key function of auditory cognition is the association of characteristic sounds with their corresponding semantics over time. Humans attempting to discriminate between fine-graine…
Slow-Fast Auditory Streams For Audio Recognition
Evangelos Kazakos, Arsha Nagrani, Andrew Zisserman +1
We propose a two-stream convolutional network for audio recognition, that operates on time-frequency spectrogram inputs. Following similar success in visual recognition, we learn S…