François G. Germain
8 papers · 2019–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(6)
Speech & Audio
(6)
Machine Learning
(4)
Learning Types · Deep Learning
(4)
Processing
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Analysis · Speech & Audio
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Analysis · Computer Vision
(1)
Models
(1)
Keywords
speech tokenization
(2)
autoregressive model
(2)
self-supervised learning
(1)
lexical semantics
(1)
automatic speech recognition
(1)
speech enhancement
(1)
diffusion model
(1)
sound event detection
(1)
speech denoising
(1)
disentangled representation
(1)
low-rank adaptation
(1)
representation disentanglement
(1)
bounding box
(1)
confidence estimation
(1)
siamese network
(1)
posterior estimation
(1)
speech representation
(1)
knowledge distillation
(1)
speech separation
(1)
change detection
(1)
Papers
Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses
Interspeech 2025
Factorized RVQ-GAN For Disentangled Speech Tokenization
Interspeech 2025
HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement
Interspeech 2025
Investigating continuous autoregressive generative speech enhancement
Interspeech 2025
Enhanced Reverberation as Supervision for Unsupervised Speech Separation
Interspeech 2024
PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation
Interspeech 2024
Sound Event Bounding Boxes
Interspeech 2024
Speech Denoising with Deep Feature Losses
Interspeech 2019