research
∙
09/14/2023
EMOCONV-DIFF: Diffusion-based Speech Emotion Conversion for Non-parallel and In-the-wild Data
Speech emotion conversion is the task of converting the expressed emotio...
share
research
∙
09/13/2023
A Flexible Online Framework for Projection-Based STFT Phase Retrieval
Several recent contributions in the field of iterative STFT phase retrie...
research
∙
06/21/2023
Diffusion Posterior Sampling for Informed Single-Channel Dereverberation
We present in this paper an informed single-channel dereverberation meth...
research
∙
03/15/2023
Speech Signal Improvement Using Causal Generative Diffusion Models
In this paper, we present a causal speech signal improvement system that...
research
∙
02/28/2023
Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech Enhancement
Recently, score-based generative models have been successfully employed ...
research
∙
12/22/2022
StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation
Diffusion models have shown a great ability at bridging the performance ...
research
∙
11/12/2022
DriftRec: Adapting diffusion models to blind image restoration tasks
In this work, we utilize the high-fidelity generation abilities of diffu...
research
∙
11/08/2022
DiffPhase: Generative Diffusion-based STFT Phase Retrieval
Diffusion probabilistic models have been recently used in a variety of t...
research
∙
11/04/2022
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration
Diffusion-based generative models have had a high impact on the computer...
research
∙
08/11/2022
Speech Enhancement and Dereverberation with Diffusion-based Generative Models
Recently, diffusion-based generative models have been introduced to the ...
research
∙
05/11/2022
Beyond Griffin-Lim: Improved Iterative Phase Retrieval for Speech
Phase retrieval is a problem encountered not only in speech and audio pr...
research
∙
03/31/2022