Daichi Kitamura
Orcid: 0000-0003-1117-7939
According to our database1,
Daichi Kitamura
authored at least 72 papers
between 2013 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
PoP-IDLMA: Product-of-Prior Independent Deeply Learned Matrix Analysis for Multichannel Music Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
NoisyILRMA: Diffuse-Noise-Aware Independent Low-Rank Matrix Analysis for Fast Blind Source Extraction.
Proceedings of the 31st European Signal Processing Conference, 2023
Blind Source Separation Using Independent Low-Rank Matrix Analysis with Spectrogram-Consistency Regularization.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023
2022
Supervised Audio Source Separation Based on Nonnegative Matrix Factorization with Cosine Similarity Penalty.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2022
Deficient-basis-complementary rank-constrained spatial covariance matrix estimation based on multivariate generalized Gaussian distribution for blind speech extraction.
EURASIP J. Adv. Signal Process., 2022
Differentiable Digital Signal Processing Mixture Model for Synthesis Parameter Extraction from Mixture of Harmonic Sounds.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Determined BSS Based on Time-Frequency Masking and Its Application to Harmonic Vector Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Independent deeply learned matrix analysis with automatic selection of stable microphone-wise update and fast sourcewise update of demixing matrix.
Signal Process., 2021
Joint-diagonalizability-constrained multichannel nonnegative matrix factorization based on time-variant multivariate complex sub-Gaussian distribution.
Signal Process., 2021
Noise Robust Acoustic Anomaly Detection System with Nonnegative Matrix Factorization Based on Generalized Gaussian Distribution.
IEICE Trans. Inf. Syst., 2021
Linear Multichannel Blind Source Separation based on Time-Frequency Mask Obtained by Harmonic/Percussive Sound Separation.
Proceedings of the IEEE International Conference on Acoustics, 2021
Deficient Basis Estimation of Noise Spatial Covariance Matrix for Rank-Constrained Spatial Covariance Matrix Estimation Method in Blind Speech Extraction.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Empirical Bayesian Independent Deeply Learned Matrix Analysis For Multichannel Audio Source Separation.
Proceedings of the 29th European Signal Processing Conference, 2021
Prior Distribution Design for Music Bleeding-Sound Reduction Based on Nonnegative Matrix Factorization.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021
Speech Enhancement by Noise Self-Supervised Rank-Constrained Spatial Covariance Matrix Estimation via Independent Deeply Learned Matrix Analysis.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021
Multichannel Audio Source Separation with Independent Deeply Learned Matrix Analysis Using Product of Source Models.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021
2020
Independent Low-Rank Matrix Analysis Based on Time-Variant Sub-Gaussian Source Model for Determined Blind Source Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Multichannel Non-Negative Matrix Factorization Using Banded Spatial Covariance Matrices in Wavenumber Domain.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Blind Speech Extraction Based on Rank-Constrained Spatial Covariance Matrix Estimation With Multivariate Generalized Gaussian Distribution.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Phase reconstruction from amplitude spectrograms based on directional-statistics deep neural networks.
Signal Process., 2020
Consistent independent low-rank matrix analysis for determined blind source separation.
EURASIP J. Adv. Signal Process., 2020
Convergence-Guaranteed Independent Positive Semidefinite Tensor Analysis Based on Student's T Distribution.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Regularized Fast Multichannel Nonnegative Matrix Factorization with ILRMA-Based Prior Distribution of Joint-Diagonalization Process.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
DNN-Based Frequency Component Prediction for Frequency-Domain Audio Source Separation.
Proceedings of the 28th European Signal Processing Conference, 2020
Joint-Diagonalizability-Constrained Multichannel Nonnegative Matrix Factorization Based on Multivariate Complex Sub-Gaussian Distribution.
Proceedings of the 28th European Signal Processing Conference, 2020
DNN-Based Permutation Solver for Frequency-Domain Independent Component Analysis in Two-Source Mixture Case.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020
Joint-Diagonalizability-Constrained Multichannel Nonnegative Matrix Factorization Based on Multivariate Complex Student's t-distribution.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020
2019
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Bilevel Optimization Using Stationary Point of Lower-Level Objective Function for Discriminative Basis Learning in Nonnegative Matrix Factorization.
IEEE Signal Process. Lett., 2019
Independent Low-Rank Matrix Analysis Based on Generalized Kullback-Leibler Divergence.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019
Proceedings of the Short Paper Proceedings of the Tenth International Conference on Indoor Positioning and Indoor Navigation - Work-in-Progress Papers (IPIN-WiP 2019) co-located with the Tenth International Conference on Indoor Positioning and Indoor Navigation (IPIN 2019), Pisa, Italy, September 30th, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Efficient Full-Rank Spatial Covariance Estimation Using Independent Low-Rank Matrix Analysis for Blind Source Separation.
Proceedings of the 27th European Signal Processing Conference, 2019
Evaluation of Multichannel Hearing Aid System by Rank-Constrained Spatial Covariance Matrix Estimation.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
Robust Demixing Filter Update Algorithm Based on Microphone-wise Coordinate Descent for Independent Deeply Learned Matrix Analysis.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
Acceleration of rank-constrained spatial covariance matrix estimation for blind speech extraction.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
2018
Generalized independent low-rank matrix analysis using heavy-tailed distributions for blind source separation.
EURASIP J. Adv. Signal Process., 2018
Phase Reconstruction from Amplitude Spectrograms Based on Von-Mises-Distribution Deep Neural Network.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Vectorwise Coordinate Descent Algorithm for Spatially Regularized Independent Low-Rank Matrix Analysis.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Generative approach using the noise generation models for DNN-based speech synthesis trained from noisy speech.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
Independent Low-Rank Matrix Analysis Based on Time-Variant Sub-Gaussian Source Model.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018
2017
Effective Optimization Algorithms for Blind and Supervised Music Source Separation with Nonnegative Matrix Factorization.
PhD thesis, 2017
Low Latency and High Quality Two-Stage Human-Voice-Enhancement System for a Hose-Shaped Rescue Robot.
J. Robotics Mechatronics, 2017
Independent low-rank matrix analysis based on complex student's t-distribution for blind audio source separation.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Blind source separation based on independent low-rank matrix analysis with sparse regularization for time-series activity.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Ego Noise Reduction for Hose-Shaped Rescue Robot Combining Independent Low-Rank Matrix Analysis and Multichannel Noise Cancellation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Experimental analysis of optimal window length for independent low-rank matrix analysis.
Proceedings of the 25th European Signal Processing Conference, 2017
Independent low-rank matrix analysis based on parametric majorization-equalization algorithm.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017
2016
Determined Blind Source Separation Unifying Independent Vector Analysis and Nonnegative Matrix Factorization.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Ego-noise reduction for a hose-shaped rescue robot using determined rank-1 multichannel nonnegative matrix factorization.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016
Discriminative and reconstructive basis training for audio source separation with semi-supervised nonnegative matrix factorization.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016
Efficient initialization for nonnegative matrix factorization based on nonnegative independent component analysis.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016
Music signal separation using supervised NMF with all-pole-model-based discriminative basis deformation.
Proceedings of the 24th European Signal Processing Conference, 2016
Audio signal separation using supervised NMF with time-variant all-pole-model-based basis deformation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
Ego noise reduction for hose-shaped rescue robot combining independent low-rank matrix analysis and noise cancellation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
2015
Multichannel Signal Separation Combining Directional Clustering and Nonnegative Matrix Factorization with Spectrogram Restoration.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Statistical modeling of binaural signal and its application to binaural source separation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Efficient multichannel nonnegative matrix factorization exploiting rank-1 spatial model.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Latent Variable Analysis and Signal Separation, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Music Signal Separation Based on Supervised Nonnegative Matrix Factorization with Orthogonality and Maximum-Divergence Penalties.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014
Music signal separation based on Bayesian spectral amplitude estimator with automatic target prior adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2014
Divergence optimization in nonnegative matrix factorization with spectrogram restoration for multichannel signal separation.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014
Hybrid multichannel signal separation using supervised nonnegative matrix factorization with spectrogram restoration.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014
2013
Robust music signal separation based on supervised nonnegative matrix factorization with prevention of basis sharing.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013
Music signal separation by supervised nonnegative matrix factorization with basis deformation.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Superresolution-based stereo signal separation via supervised nonnegative matrix factorization.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013