Mathieu Fontaine
7 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ฃ Hot Topic Early Bird ๐ Cross-Pollinator (15) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (12)
๐งญ
Keyword Pioneer
๐
Keyword Champion
๐ฅ
Unstoppable
(5)
Conferences
INTERSPEECH (5)
ICML (1)
NIPS (1)
Top co-authors
Keywords
speech enhancement
(3)
room impulse response
(2)
source separation
(2)
alpha-stable distribution
(2)
nonnegative matrix factorization
(2)
speech dereverberation
(1)
multiple choice learning
(1)
probabilistic model
(1)
autoregressive model
(1)
graph convolutional network
(1)
conditional distribution estimation
(1)
voronoi tessellation
(1)
speaker adaptation
(1)
acoustic property
(1)
room acoustics
(1)
multiparty conversation
(1)
multichannel speech
(1)
neural network
(1)
multichannel signal
(1)
multichannel speech enhancement
(1)
Papers
Speech dereverberation constrained on room impulse response characteristics
INTERSPEECH 2024
Winner-takes-all learners are geometry-aware conditional density estimators
ICML 2024
RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation
INTERSPEECH 2024
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis
NIPS 2023
Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments
INTERSPEECH 2022
Alpha-Stable Autoregressive Fast Multichannel Nonnegative Matrix Factorization for Joint Speech Enhancement and Dereverberation
INTERSPEECH 2021
Unsupervised Robust Speech Enhancement Based on Alpha-Stable Fast Multichannel Nonnegative Matrix Factorization
INTERSPEECH 2020