Masahito Togami
7 papers · 2016–2021 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (17) π Keyword Champion (2)
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Speech & Audio
(5)
Synthesis
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Learning Paradigms
(1)
Keywords
source separation
(2)
speech source separation
(2)
majorization minimization
(2)
unsupervised learning
(2)
variational inference
(1)
blind source separation
(1)
source localization
(1)
speech separation
(1)
sound source localization
(1)
knowledge transfer
(1)
data augmentation
(1)
speech recognition
(1)
acoustic modeling
(1)
variational bayesian
(1)
speech dereverberation
(1)
parameter optimization
(1)
itakura-saito divergence
(1)
probabilistic model
(1)
deep neural network
(1)
generative adversarial network
(1)
Papers
Efficient and Stable Adversarial Learning Using Unpaired Data for Unsupervised Multichannel Speech Separation
Interspeech 2021
Sound Source Localization with Majorization Minimization
Interspeech 2021
Mentoring-Reverse Mentoring for Unsupervised Multi-Channel Speech Source Separation
Interspeech 2020
Sparseness-Aware DOA Estimation with Majorization Minimization
Interspeech 2020
Multichannel Loss Function for Supervised Speech Source Separation by Mask-Based Beamforming
Interspeech 2019
Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function
Interspeech 2019
Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling
Interspeech 2016