Kohei Saijo
10 papers · 2022–2025 · 1 venue · across top CS/AI venues
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Achievements
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🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Speech & Audio
(7)
Learning Types · Machine Learning
(7)
Synthesis
(6)
Deep Learning
(5)
Architectures
(3)
Optimization & Theory
(3)
Core Methods
(2)
Processing
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
speech enhancement
(4)
independent vector analysis
(2)
unsupervised source separation
(2)
unsupervised learning
(2)
subjective evaluation
(2)
source separation
(2)
model architecture
(1)
self-supervised learning
(1)
blind source separation
(1)
speech dereverberation
(1)
audio source separation
(1)
generative model
(1)
autoregressive model
(1)
end-to-end training
(1)
discriminative model
(1)
label noise
(1)
direction of arrival
(1)
data cleaning
(1)
teacher-student framework
(1)
evaluation metric
(1)
Papers
Interspeech 2025 URGENT Speech Enhancement Challenge
Interspeech 2025
Lessons Learned from the URGENT 2024 Speech Enhancement Challenge
Interspeech 2025
Beyond Performance Plateaus: A Comprehensive Study on Scalability in Speech Enhancement
Interspeech 2024
Enhanced Reverberation as Supervision for Unsupervised Speech Separation
Interspeech 2024
PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation
Interspeech 2024
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement
Interspeech 2024
Remixing-based Unsupervised Source Separation from Scratch
Interspeech 2023
Independence-based Joint Dereverberation and Separation with Neural Source Model
Interspeech 2022
Spatial Loss for Unsupervised Multi-channel Source Separation
Interspeech 2022
Unsupervised Training of Sequential Neural Beamformer Using Coarsely-separated and Non-separated Signals
Interspeech 2022