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Audio Source Separation

Makino, Shoji

1st ed. 2018., 2018

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Blind compensation of interchannel sampling frequency mismatch for ad hoc microphone array based on maximum likelihood estimation

Signal processing, 2015-02, Vol.107, p.185-196

2015

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Real-Time Moving Blind Source Extraction Based on Constant Separating Vector and Auxiliary Function Technique

Journal of Signal Processing, 2023/07/01, Vol.27(4), pp.81-85

2023

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Deep Complex-Valued Neural Network-Based Triple-Path Mask and Steering Vector Estimation for Multichannel Target Speech Separation

Journal of Signal Processing, 2023/07/01, Vol.27(4), pp.87-91

2023

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Editorial for the Special Issue on Advanced Acoustic, Sound and Audio Processing Techniques and Their Applications

APSIPA transactions on signal and information processing, 2023, Vol.12 (3)

2023

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First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results

Independent Component Analysis and Signal Separation, p.552-559

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Speech Emotion Recognition Based on Self-attention Weight Correction for Acoustic and Text Features

IEEE access, 2022, Vol.10, p.1-1

2022

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Noise Suppression Using Beamformer and Transfer-Function-Gain Nonnegative Matrix Factorization with Distributed Stereo Microphones

Shingō shori, 2023-01, Vol.27 (1)

2023

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Noise Suppression Using Beamformer and Transfer-Function-Gain Nonnegative Matrix Factorization with Distributed Stereo Microphones

Journal of Signal Processing, 2023/01/01, Vol.27(1), pp.1-6

2023

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Time-Frequency-Bin-Wise Linear Combination of Beamformers for Distortionless Signal Enhancement

IEEE/ACM transactions on audio, speech, and language processing, 2021, Vol.29, p.3461-3475

2021

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FastMVAE: A Fast Optimization Algorithm for the Multichannel Variational Autoencoder Method

IEEE access, 2020, Vol.8, p.228740-228753

2020

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Majorization-Minimization Algorithm for Discriminative Non-Negative Matrix Factorization

IEEE access, 2020, Vol.8, p.227399-227408

2020

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Monitoring of Domestic Activities Using Multiple Beamformers and Attention Mechanism

Journal of Signal Processing, 2021/11/01, Vol.25(6), pp.239-243

2021

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VMInNet: Interpolation of Virtual Microphones in Optimal Latent Space Explored by Autoencoder

Journal of Signal Processing, 2021/11/01, Vol.25(6), pp.245-250

2021

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Estimating Correlation Coefficient Between Two Complex Signals Without Phase Observation

Latent Variable Analysis and Signal Separation, p.421-428

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Time-frequency-bin-wise Switching of Minimum Variance Distortionless Response Beamformer for Underdetermined Situations

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.7908-7912

2019

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Wavelength-Proportional Interpolation and Extrapolation of Virtual Microphone for Underdetermined Speech Enhancement

APSIPA transactions on signal and information processing, 2023, Vol.12 (3)

2023

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Grouping Separated Frequency Components by Estimating Propagation Model Parameters in Frequency-Domain Blind Source Separation

IEEE transactions on audio, speech, and language processing, 2007-07, Vol.15 (5), p.1592-1604

2007

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MAP-Based Underdetermined Blind Source Separation of Convolutive Mixtures by Hierarchical Clustering and l1-Norm Minimization

EURASIP journal on advances in signal processing, 2007-01, Vol.2007

2007

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Single-Channel Multispeaker Separation with Variational Autoencoder Spectrogram Model

Journal of Signal Processing, 2021/07/01, Vol.25(4), pp.145-149

2021

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Underdetermined Convolutive Blind Source Separation via Frequency Bin-Wise Clustering and Permutation Alignment

IEEE transactions on audio, speech, and language processing, 2011-03, Vol.19 (3), p.516-527

2011

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Spatio-Temporal FastICA Algorithms for the Blind Separation of Convolutive Mixtures

IEEE transactions on audio, speech, and language processing, 2007-07, Vol.15 (5), p.1511-1520

2007

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Acoustic Scene Classification Based on Spatial Feature Extraction Using Convolutional Neural Networks

Journal of Signal Processing, 2018/07/25, Vol.22(4), pp.199-202

2018

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Supervised Determined Source Separation with Multichannel Variational Autoencoder

Neural computation, 2019-09, Vol.31 (9), p.1891-1914

2019

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Measuring Dependence of Bin-wise Separated Signals for Permutation Alignment in Frequency-domain BSS

2007 IEEE International Symposium on Circuits and Systems (ISCAS), 2007, p.3247-3250

2007

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Audio Source Separation

Blind compensation of interchannel sampling frequency mismatch for ad hoc microphone array based on maximum likelihood estimation

Real-Time Moving Blind Source Extraction Based on Constant Separating Vector and Auxiliary Function Technique

Deep Complex-Valued Neural Network-Based Triple-Path Mask and Steering Vector Estimation for Multichannel Target Speech Separation

Editorial for the Special Issue on Advanced Acoustic, Sound and Audio Processing Techniques and Their Applications

First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results

Speech Emotion Recognition Based on Self-attention Weight Correction for Acoustic and Text Features

Noise Suppression Using Beamformer and Transfer-Function-Gain Nonnegative Matrix Factorization with Distributed Stereo Microphones

Noise Suppression Using Beamformer and Transfer-Function-Gain Nonnegative Matrix Factorization with Distributed Stereo Microphones

Time-Frequency-Bin-Wise Linear Combination of Beamformers for Distortionless Signal Enhancement

FastMVAE: A Fast Optimization Algorithm for the Multichannel Variational Autoencoder Method

Majorization-Minimization Algorithm for Discriminative Non-Negative Matrix Factorization

Monitoring of Domestic Activities Using Multiple Beamformers and Attention Mechanism

VMInNet: Interpolation of Virtual Microphones in Optimal Latent Space Explored by Autoencoder

Estimating Correlation Coefficient Between Two Complex Signals Without Phase Observation

Time-frequency-bin-wise Switching of Minimum Variance Distortionless Response Beamformer for Underdetermined Situations

Wavelength-Proportional Interpolation and Extrapolation of Virtual Microphone for Underdetermined Speech Enhancement

Grouping Separated Frequency Components by Estimating Propagation Model Parameters in Frequency-Domain Blind Source Separation

MAP-Based Underdetermined Blind Source Separation of Convolutive Mixtures by Hierarchical Clustering and l1-Norm Minimization

Single-Channel Multispeaker Separation with Variational Autoencoder Spectrogram Model

Underdetermined Convolutive Blind Source Separation via Frequency Bin-Wise Clustering and Permutation Alignment

Spatio-Temporal FastICA Algorithms for the Blind Separation of Convolutive Mixtures

Acoustic Scene Classification Based on Spatial Feature Extraction Using Convolutional Neural Networks

Supervised Determined Source Separation with Multichannel Variational Autoencoder

Measuring Dependence of Bin-wise Separated Signals for Permutation Alignment in Frequency-domain BSS

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