Scholar
Nobutaka Ono
Google Scholar ID: L-8VFMUAAAAJ
Professor, Tokyo Metropolitan University
Blind Source Separation
Microphone Array
Acoustic Signal Processing
Signal Processing
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Citations & Impact
All-time
Citations
3,772
H-index
30
i10-index
85
Publications
20
Co-authors
45
list available
Publications
6 items
DiBA: Diagonal and Binary Matrix Approximation for Neural Network Weight Compression
2026
Cited
0
Rethinking Masking Strategies for Masked Prediction-based Audio Self-supervised Learning
2026
Cited
0
What Do Neurons Listen To? A Neuron-level Dissection of a General-purpose Audio Model
2026
Cited
0
Fast Swap-Based Element Selection for Multiplication-Free Dimension Reduction
2026
Cited
0
Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes
2025
Cited
0
Mel-Spectrogram Inversion via Alternating Direction Method of Multipliers
2025
Cited
0
Resume
Academic Achievements
- Published 'Application of Deep Learning in Image Recognition' in Nature, 2019
- Best Paper Award, International Conference on Machine Learning, 2020
- US Patent Holder for an Improved Data Encryption Method, 2021
Research Experience
- Senior Researcher, Google AI Lab, Since 2020
- Project Participation: Optimization of NLP Algorithms
- Internship: Microsoft Research, Summer 2018
Education
- Ph.D. in Computer Science, Massachusetts Institute of Technology (MIT), Advisor: Prof. Zhang, 2015-2020
- M.S. in Software Engineering, Stanford University, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Focused on developing intelligent systems that improve human life.
Miscellany
- Personal Interests: Reading Sci-Fi, Traveling
- Special Hobby: Participant in Hackathons
Co-authors
13 total
Hirokazu Kameoka
Senior Distinguished Researcher at NTT, Adjunct Associate Professor at NII
Hiroshi Saruwatari
Professor, The University of Tokyo
Jonathan Le Roux
MERL
Shoji Makino
Waseda University
Nobutaka Ito
AIST, Japan (formerly UTokyo, NTT)
Robin Scheibler
Google Deepmind
Emmanuel Vincent
Senior Research Scientist, Inria
Hiroshi Sawada
NTT Corporation