2 papers
eess.AS2021
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes
Aurora Cramer, Mark Cartwright, Fatemeh Pishdadian +1
While the estimation of what sound sources are, when they occur, and from where they originate has been well-studied, the estimation of how loud these sound sources are has been of…
cs.SD2019
Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision
Fatemeh Pishdadian, Gordon Wichern, Jonathan Le Roux
While there has been much recent progress using deep learning techniques to separate speech and music audio signals, these systems typically require large collections of isolated s…