Timbre Space Representation of a Subtractive Synthesizer
Cyrus Vahidi, George Fazekas, Charalampos Saitis, Alessandro, Palladini

TL;DR
This paper constructs a perceptual timbre space for subtractive synthesis sounds using dissimilarity ratings and correlates the perceptual dimensions with acoustic descriptors, enhancing understanding of synthesized timbre perception.
Contribution
It introduces a geometrically scaled timbre space derived from human ratings and links it to acoustic features, focusing on waveform and filter effects in subtractive synthesis.
Findings
A perceptual timbre space was successfully created from dissimilarity ratings.
The study identified key acoustic descriptors correlating with perceptual dimensions.
Waveform and filter parameters significantly influence timbral perception.
Abstract
In this study, we produce a geometrically scaled perceptual timbre space from dissimilarity ratings of subtractive synthesized sounds and correlate the resulting dimensions with a set of acoustic descriptors. We curate a set of 15 sounds, produced by a synthesis model that uses varying source waveforms, frequency modulation (FM) and a lowpass filter with an enveloped cutoff frequency. Pairwise dissimilarity ratings were collected within an online browser-based experiment. We hypothesized that a varied waveform input source and enveloped filter would act as the main vehicles for timbral variation, providing novel acoustic correlates for the perception of synthesized timbres.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMusic and Audio Processing · Music Technology and Sound Studies · Neuroscience and Music Perception
