36 citations · 74 across the 20 of their papers we have counts for
3 papers · 1 filter
Modelling black-box audio effects with time-varying feature modulation
Marco Comunità, Christian J. Steinmetz, Huy Phan +1
Deep learning approaches for black-box modelling of audio effects have shown promise, however, the majority of existing work focuses on nonlinear effects with behaviour on relative…
Style Transfer of Audio Effects with Differentiable Signal Processing
Christian J. Steinmetz, Nicholas J. Bryan, Joshua D. Reiss
We present a framework that can impose the audio effects and production style from one recording to another by example with the goal of simplifying the audio production process. We…
HEAR: Holistic Evaluation of Audio Representations
Joseph Turian, Jordie Shier, Humair Raj Khan +20
What audio embedding approach generalizes best to a wide range of downstream tasks across a variety of everyday domains without fine-tuning? The aim of the HEAR benchmark is to dev…