4 papers
FolAI: Synchronized Foley Sound Generation with Semantic and Temporal Alignment
Riccardo Fosco Gramaccioni, Christian Marinoni, Emilian Postolache +4
Traditional sound design workflows rely on manual alignment of audio events to visual cues, as in Foley sound design, where everyday actions like footsteps or object interactions a…
NablAFx: A Framework for Differentiable Black-box and Gray-box Modeling of Audio Effects
Marco ComunitÃ, Christian J. Steinmetz, Joshua D. Reiss
We present NablAFx, an open-source framework developed to support research in differentiable black-box and gray-box modeling of audio effects. Built in PyTorch, NablAFx offers a ve…
Differentiable Black-box and Gray-box Modeling of Nonlinear Audio Effects
Marco ComunitÃ, Christian J. Steinmetz, Joshua D. Reiss
Audio effects are extensively used at every stage of audio and music content creation. The majority of differentiable audio effects modeling approaches fall into the black-box or g…
Exploring trends in audio mixes and masters: Insights from a dataset analysis
Angeliki Mourgela, Elio Quinton, Spyridon Bissas +2
We present an analysis of a dataset of audio metrics and aesthetic considerations about mixes and masters provided by the web platform MixCheck studio. The platform is designed for…