10 citations · 11 across the 8 of their papers we have counts for
4 papers · 1 filter
Correlation of Fréchet Audio Distance With Human Perception of Environmental Audio Is Embedding Dependant
Modan Tailleur, Junwon Lee, Mathieu Lagrange +4
This paper explores whether considering alternative domain-specific embeddings to calculate the Fréchet Audio Distance (FAD) metric can help the FAD to correlate better with percep…
CAPTDURE: Captioned Sound Dataset of Single Sources
Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto +3
In conventional studies on environmental sound separation and synthesis using captions, datasets consisting of multiple-source sounds with their captions were used for model traini…
How Should We Evaluate Synthesized Environmental Sounds
Yuki Okamoto, Keisuke Imoto, Shinnosuke Takamichi +2
Although several methods of environmental sound synthesis have been proposed, there has been no discussion on how synthesized environmental sounds should be evaluated. Only either…
Joint Analysis of Acoustic Scenes and Sound Events with Weakly labeled Data
Shunsuke Tsubaki, Keisuke Imoto, Nobutaka Ono
Considering that acoustic scenes and sound events are closely related to each other, in some previous papers, a joint analysis of acoustic scenes and sound events utilizing multita…