World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
49
Citations
9755
World Ranking
5881
National Ranking
14

Electronics and Electrical Engineering

D-Index
44
Citations
6730
World Ranking
3768
National Ranking
6

Overview

W. Bastiaan Kleijn is affiliated with Victoria University of Wellington in New Zealand. Their research primarily spans the fields of Computer Science and Engineering, with a particular focus on Artificial Intelligence, Signal Processing, and Computer Vision and Pattern Recognition.

Their work extensively covers topics such as Speech and Audio Processing, Speech Recognition and Synthesis, Advanced Adaptive Filtering Techniques, Neural Networks and Applications, Generative Adversarial Networks and Image Synthesis, Indoor and Outdoor Localization Technologies, and Acoustic Wave Phenomena Research.

Frequent co-authors collaborating with Kleijn include Guoqiang Zhang, Kenta Niwa, John Lewis, Michael Chinen, and Jan Skoglund.

They have published multiple papers across a variety of venues. Notable recent publications include:

  • "Room Acoustical Parameter Estimation From Room Impulse Responses Using Deep Neural Networks," 2020, IEEE/ACM Transactions on Audio Speech and Language Processing
  • "Directed Diffusion: Direct Control of Object Placement through Attention Guidance," 2024, Proceedings of the AAAI Conference on Artificial Intelligence
  • "Polarimetric imaging for cervical pre-cancer screening aided by machine learning: ex vivo studies," 2023, Journal of Biomedical Optics
  • "Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference," 2021, IEEE Transactions on Neural Networks and Learning Systems
  • "The HSIC Bottleneck: Deep Learning without Back-Propagation," 2020, Proceedings of the AAAI Conference on Artificial Intelligence

Kleijn has contributed to frequent publication venues including:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • IEEE Transactions on Signal and Information Processing over Networks
  • IEEE/ACM Transactions on Audio Speech and Language Processing
  • Journal of Biomedical Optics

Their scholarly output reflects a consistent focus on technological and methodological advancements within their areas of study, as demonstrated by their range of topics, coauthor network, and publication record.

Best Publications

  • Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation

    Muhammad Ghifary;W. Bastiaan Kleijn;Mengjie Zhang;David Balduzzi

  • Domain Generalization for Object Recognition with Multi-task Autoencoders

    Muhammad Ghifary;W. Bastiaan Kleijn;Mengjie Zhang;David Balduzzi

  • Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization

    Muhammad Ghifary;David Balduzzi;W. Bastiaan Kleijn;Mengjie Zhang

  • Domain Adaptive Neural Networks for Object Recognition

    Muhammad Ghifary;W. Bastiaan Kleijn;Mengjie Zhang

  • Graph-Preserving Sparse Nonnegative Matrix Factorization With Application to Facial Expression Recognition

    Ruicong Zhi;Markus Flierl;Qiuqi Ruan;W Bastiaan Kleijn

  • Codebook driven short-term predictor parameter estimation for speech enhancement

    Unknown

  • Wavenet Based Low Rate Speech Coding

    W. Bastiaan Kleijn;Felicia S. C. Lim;Alejandro Luebs;Jan Skoglund

  • Codebook-Based Bayesian Speech Enhancement for Nonstationary Environments

    Unknown

  • The RCELP speech‐coding algorithm

    W. Bastiaan Kleijn;Peter Kroon;Dror Nahumi

  • Improved speech quality and efficient vector quantization in SELP

    Unknown

  • Compressive sensing for sparsely excited speech signals

    T.V. Sreenivas;W. Bastiaan Kleijn

  • Encoding speech using prototype waveforms

    Unknown

  • Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling

    Zhanyu Ma;Yuping Lai;W. Bastiaan Kleijn;Yi-Zhe Song

  • HMM-Based Gain Modeling for Enhancement of Speech in Noise

    Unknown

  • Spectral dynamics is more important than spectral distortion

    H. Petter Knagenhjelm;W. Bastiaan Kleijn

  • Low-Complexity, Nonintrusive Speech Quality Assessment

    Unknown

  • Auto-localization in ad-hoc microphone arrays

    Nikolay D. Gaubitch;W. Bastiaan Kleijn;Richard Heusdens

  • Gaussian mixture model based mutual information estimation between frequency bands in speech

    Mattias Nilsson;Harald Gustaftson;Soren Vang Andersen;W. Bastiaan Kleijn

  • Internet Low Bit Rate Codec (iLBC)

    Roar Hagen;Henrik Astrom;Soren Vang Andersen;Jan Linden

  • The HSIC Bottleneck: Deep Learning without Back-Propagation

    Wan-Duo Kurt Ma;J. P. Lewis;W. Bastiaan Kleijn

  • Cross-modal subspace learning for fine-grained sketch-based image retrieval

    Peng Xu;Qiyue Yin;Yongye Huang;Yi-Zhe Song

  • On speech coding in a perceptual domain

    G. Kubin;W. Bastiaan Kleijn

  • Methods for waveform interpolation in speech coding

    W Bastiaan Kleijn;Wolfgang Granzow

  • Theory and design of multizone soundfield reproduction using sparse methods

    Wenyu Jin;W. Bastiaan Kleijn

  • Large Scale LP Decoding with Low Complexity

    Guoqiang Zhang;Richard Heusdens;W. Bastiaan Kleijn

  • On the use of neural networks in articulatory speech synthesis

    Mazin G. Rahim;Colin C. Goodyear;W. Bastiaan Kleijn;Juergen Schroeter

Frequent Co-Authors

Mengjie Zhang
Mengjie Zhang Victoria University of Wellington
Zhanyu Ma
Zhanyu Ma Beijing University of Posts and Telecommunications
Thushara D. Abhayapala
Thushara D. Abhayapala Australian National University
Liang Wang
Liang Wang Chinese Academy of Sciences
John P. Lewis
John P. Lewis Victoria University of Wellington
Yi-Zhe Song
Yi-Zhe Song University of Surrey
Jun Guo
Jun Guo Beijing University of Posts and Telecommunications
Marcos Faundez-Zanuy
Marcos Faundez-Zanuy Pompeu Fabra University
Xiaoming Hu
Xiaoming Hu Royal Institute of Technology
Kannan Ramchandran
Kannan Ramchandran University of California, Berkeley

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