Antoine Deleforge
5 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (13)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Speech & Audio
(2)
Application Areas
(2)
Core Methods
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis · Computer Vision
(1)
Analysis · Speech & Audio
(1)
Applications
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
compressed sensing
(1)
variational inference
(1)
blind source separation
(1)
data augmentation
(1)
model architecture
(1)
deep learning
(1)
speech enhancement
(1)
gibbs sampling
(1)
blind channel identification
(1)
noise modeling
(1)
audio source separation
(1)
generative model
(1)
variational autoencoder
(1)
discrete token
(1)
direction of arrival
(1)
audio generation
(1)
speaker localization
(1)
speech vocoder
(1)
room acoustics simulation
(1)
direction-of-arrival estimator
(1)
Papers
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion
NeurIPS 2023
How to (Virtually) Train Your Speaker Localizer
Interspeech 2023
Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers
Interspeech 2020
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders
Interspeech 2019
MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval
NeurIPS 2018