4 papers · 1 filter
D-Composer: Language Modeling for Simultaneous Drum Transcription and Sound Event Decomposition
Patrick O'Reilly, Saumya Pailwan, Annie Chu +2
Drum beats are often conceptualized and produced as arrangements of repeated single-drum sound events or one-shots. Drum Analysis-by-Synthesis (AbS) models combine this structural…
Smorph: Playable Sound Morphing with Diffusion Models
Annie Chu, Hugo Flores García, Johannes Imort +5
Sound morphing, generating intermediate sounds that transition from one sonic identity to another, can be a powerful tool for musical sound design. Existing diffusion-based morphin…
FXplorer: A Map-Based Interface for Exploratory Audio Effect Design
Annie Chu, Jason Brent Smith, Bryan Pardo
Audio effects (FX) shape sound in contemporary music practice. However, most interfaces present them as discrete modules and parameters that favor targeted adjustment over explorat…
Mix2Morph: Learning Sound Morphing from Noisy Mixes
Annie Chu, Hugo Flores García, Oriol Nieto +3
We introduce Mix2Morph, a text-to-audio diffusion model fine-tuned to perform sound morphing without a dedicated dataset of morphs. By finetuning on noisy surrogate mixes at higher…