Audio Latent Space Cartography

12/05/2022
by   Nicolas Jonason, et al.
0

We explore the generation of visualisations of audio latent spaces using an audio-to-image generation pipeline. We believe this can help with the interpretability of audio latent spaces. We demonstrate a variety of results on the NSynth dataset. A web demo is available.

READ FULL TEXT

page 1

page 2

research
05/31/2020

Introducing Latent Timbre Synthesis

We present the Latent Timbre Synthesis (LTS), a new audio synthesis meth...
research
05/24/2023

Sound Design Strategies for Latent Audio Space Explorations Using Deep Learning Architectures

The research in Deep Learning applications in sound and music computing ...
research
07/04/2021

Class Introspection: A Novel Technique for Detecting Unlabeled Subclasses by Leveraging Classifier Explainability Methods

Detecting latent structure within a dataset is a crucial step in perform...
research
05/11/2023

WeditGAN: Few-shot Image Generation via Latent Space Relocation

In few-shot image generation, directly training GAN models on just a han...
research
07/29/2021

A Study of Feasibility and Diversity of Web Audio Fingerprints

Prior measurement studies on browser fingerprinting have unfortunately l...
research
03/08/2023

New Audio Representations Image Gan Generation from BriVL

Recently, researchers have gradually realized that in some cases, the se...
research
01/16/2023

Simplex Autoencoders

Synthetic data generation is increasingly important due to privacy conce...

Please sign up or login with your details

Forgot password? Click here to reset