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Phase reconstruction from amplitude spectrograms based on directional-statistics deep neural networks

Signal processing, 2020-04, Vol.169, p.107368, Article 107368

2020

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Acoustic model-based subword tokenization and prosodic-context extraction without language knowledge for text-to-speech synthesis

Speech communication, 2020-12, Vol.125, p.53-60

2020

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Deficient-basis-complementary rank-constrained spatial covariance matrix estimation based on multivariate generalized Gaussian distribution for blind speech extraction

EURASIP journal on advances in signal processing, 2022-09, Vol.2022 (1), p.1-24, Article 88

2022

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Generalized independent low-rank matrix analysis using heavy-tailed distributions for blind source separation

EURASIP journal on advances in signal processing, 2018-05, Vol.2018 (1), p.1-25, Article 28

2018

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Multichannel Blind Source Separation Based on Evanescent-Region-Aware Non-Negative Tensor Factorization in Spherical Harmonic Domain

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.607-617

2021

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Bilevel Optimization Using Stationary Point of Lower-Level Objective Function for Discriminative Basis Learning in Nonnegative Matrix Factorization

IEEE signal processing letters, 2019-06, Vol.26 (6), p.818-822

2019

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Joint-diagonalizability-constrained multichannel nonnegative matrix factorization based on time-variant multivariate complex sub-Gaussian distribution

Signal processing, 2021-11, Vol.188, p.108183, Article 108183

2021

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Independent Low-Rank Matrix Analysis Based on Time-Variant Sub-Gaussian Source Model for Determined Blind Source Separation

IEEE/ACM transactions on audio, speech, and language processing, 2020, Vol.28, p.503-518

2020

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Multichannel Non-Negative Matrix Factorization Using Banded Spatial Covariance Matrices in Wavenumber Domain

IEEE/ACM transactions on audio, speech, and language processing, 2020, Vol.28, p.49-60

2020

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Vectorwise Coordinate Descent Algorithm for Spatially Regularized Independent Low-Rank Matrix Analysis

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.746-750

2018

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Deficient Basis Estimation of Noise Spatial Covariance Matrix for Rank-Constrained Spatial Covariance Matrix Estimation Method in Blind Speech Extraction

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.806-810

2021

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Independent Low-Rank Matrix Analysis Based on Generalized Kullback-Leibler Divergence

IEICE transactions on fundamentals of electronics, communications and computer sciences, 2019-02, Vol.E102.A (2), p.458-463

2019

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Spatio-temporal sparse sound field decomposition considering acoustic source signal characteristics

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.441-445

2017

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Sparse Representation Using Multidimensional Mixed-Norm Penalty With Application to Sound Field Decomposition

IEEE transactions on signal processing, 2018-06, Vol.66 (12), p.3327-3338

2018

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Independent Deeply Learned Matrix Analysis for Determined Audio Source Separation

IEEE/ACM transactions on audio, speech, and language processing, 2019-10, Vol.27 (10), p.1601-1615

2019

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Phase Reconstruction from Amplitude Spectrograms Based on Von-Mises-Distribution Deep Neural Network

2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC), 2018, p.286-290

2018

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Independent deeply learned matrix analysis with automatic selection of stable microphone-wise update and fast sourcewise update of demixing matrix

Signal processing, 2021-01, Vol.178, p.107753, Article 107753

2021

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Blind Speech Extraction Based on Rank-Constrained Spatial Covariance Matrix Estimation With Multivariate Generalized Gaussian Distribution

IEEE/ACM transactions on audio, speech, and language processing, 2020, Vol.28, p.1948-1963

2020

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PoP-IDLMA: Product-of-Prior Independent Deeply Learned Matrix Analysis for Multichannel Music Source Separation

IEEE/ACM transactions on audio, speech, and language processing, 2023-01, Vol.31, p.1-14

2023

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Maximum reconstruction probability training of Restricted Boltzmann machines with auxiliary function approach

2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2014, p.1-6

2014

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Training Restricted Boltzmann Machines with auxiliary function approach

2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2014, p.1-6

2014

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Efficient Full-Rank Spatial Covariance Estimation Using Independent Low-Rank Matrix Analysis for Blind Source Separation

2019 27th European Signal Processing Conference (EUSIPCO), 2019, p.1-5

2019

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Acceleration of rank-constrained spatial covariance matrix estimation for blind speech extraction

2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2019, p.332-338

2019

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Joint-Diagonalizability-Constrained Multichannel Nonnegative Matrix Factorization Based on Multivariate Complex Sub-Gaussian Distribution

2020 28th European Signal Processing Conference (EUSIPCO), 2021, p.890-894

2021

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Regularized Fast Multichannel Nonnegative Matrix Factorization with ILRMA-Based Prior Distribution of Joint-Diagonalization Process

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.606-610

2020

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Phase reconstruction from amplitude spectrograms based on directional-statistics deep neural networks

Acoustic model-based subword tokenization and prosodic-context extraction without language knowledge for text-to-speech synthesis

Deficient-basis-complementary rank-constrained spatial covariance matrix estimation based on multivariate generalized Gaussian distribution for blind speech extraction

Generalized independent low-rank matrix analysis using heavy-tailed distributions for blind source separation

Multichannel Blind Source Separation Based on Evanescent-Region-Aware Non-Negative Tensor Factorization in Spherical Harmonic Domain

Bilevel Optimization Using Stationary Point of Lower-Level Objective Function for Discriminative Basis Learning in Nonnegative Matrix Factorization

Joint-diagonalizability-constrained multichannel nonnegative matrix factorization based on time-variant multivariate complex sub-Gaussian distribution

Independent Low-Rank Matrix Analysis Based on Time-Variant Sub-Gaussian Source Model for Determined Blind Source Separation

Multichannel Non-Negative Matrix Factorization Using Banded Spatial Covariance Matrices in Wavenumber Domain

Vectorwise Coordinate Descent Algorithm for Spatially Regularized Independent Low-Rank Matrix Analysis

Deficient Basis Estimation of Noise Spatial Covariance Matrix for Rank-Constrained Spatial Covariance Matrix Estimation Method in Blind Speech Extraction

Independent Low-Rank Matrix Analysis Based on Generalized Kullback-Leibler Divergence

Spatio-temporal sparse sound field decomposition considering acoustic source signal characteristics

Sparse Representation Using Multidimensional Mixed-Norm Penalty With Application to Sound Field Decomposition

Independent Deeply Learned Matrix Analysis for Determined Audio Source Separation

Phase Reconstruction from Amplitude Spectrograms Based on Von-Mises-Distribution Deep Neural Network

Independent deeply learned matrix analysis with automatic selection of stable microphone-wise update and fast sourcewise update of demixing matrix

Blind Speech Extraction Based on Rank-Constrained Spatial Covariance Matrix Estimation With Multivariate Generalized Gaussian Distribution

PoP-IDLMA: Product-of-Prior Independent Deeply Learned Matrix Analysis for Multichannel Music Source Separation

Maximum reconstruction probability training of Restricted Boltzmann machines with auxiliary function approach

Training Restricted Boltzmann Machines with auxiliary function approach

Efficient Full-Rank Spatial Covariance Estimation Using Independent Low-Rank Matrix Analysis for Blind Source Separation

Acceleration of rank-constrained spatial covariance matrix estimation for blind speech extraction

Joint-Diagonalizability-Constrained Multichannel Nonnegative Matrix Factorization Based on Multivariate Complex Sub-Gaussian Distribution

Regularized Fast Multichannel Nonnegative Matrix Factorization with ILRMA-Based Prior Distribution of Joint-Diagonalization Process

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