A review of blind source separation methods: two converging routes to ILRMA originating from ICA and NMF

H Sawada, N Ono, H Kameoka, D Kitamura… - … Transactions on Signal …, 2019 - cambridge.org
This paper describes several important methods for the blind source separation of audio
signals in an integrated manner. Two historically developed routes are featured. One started …

[图书][B] Topics in acoustic echo and noise control: selected methods for the cancellation of acoustical echoes, the reduction of background noise, and speech …

E Hänsler, G Schmidt - 2006 - Springer
While standard approaches for acoustic echo cancellation in telecommunication systems
assume that the echo path to be identified can be modeled by a linear system, in practice …

Frequency-domain blind source separation

J Benesty, S Makino, J Chen, H Sawada, R Mukai… - Speech …, 2005 - Springer
This chapter discusses the frequency-domain approach to the blind source separation (BSS)
of convolutively mixed acoustic signals. In this approach, independent component analysis …

Blind source separation of convolutive mixtures of speech in frequency domain

S Makino, H Sawada, R Mukai… - IEICE transactions on …, 2005 - search.ieice.org
This paper overviews a total solution for frequency-domain blind source separation (BSS) of
convolutive mixtures of audio signals, especially speech. Frequency-domain BSS performs …

[PDF][PDF] Frequency-domain blind source separation of many speech signals using near-field and far-field models

R Mukai, H Sawada, S Araki, S Makino - EURASIP Journal on Advances in …, 2006 - Springer
We discuss the frequency-domain blind source separation (BSS) of convolutive mixtures
when the number of source signals is large, and the potential source locations are …

Two-stage blind source separation based on ica and binary masking for real-time robot audition system

H Saruwatari, Y Mori, T Takatani, S Ukai… - 2005 IEEE/RSJ …, 2005 - ieeexplore.ieee.org
We newly propose a real-time two-stage blind source separation (BSS) for binaural mixed
signals observed at the ears of humanoid robot, in which a single-input multiple-output …

[PDF][PDF] Musical-noise analysis in methods of integrating microphone array and spectral subtraction based on higher-order statistics

Y Takahashi, H Saruwatari, K Shikano… - EURASIP Journal on …, 2010 - Springer
We conduct an objective analysis on musical noise generated by two methods of integrating
microphone array signal processing and spectral subtraction. To obtain better noise …

Privacy protection for speech information

K Yamamoto, S Nakagawa - 2009 Fifth International …, 2009 - ieeexplore.ieee.org
Ubiquitous network society will be achieved soon. In the society, all electronic equipments
including" sensors" are connected to the network and communicate each other to share …

Evaluation of SIMO separation methods for blind decomposition of binaural mixed signals

T Takatani, S Ukai, T Nishikawa, H Saruwatari… - 2005 - naist.repo.nii.ac.jp
High-fidelity blind source separation (BSS) using Single-Input Multiple-Output (SIMO)-model-
based Independent Component Analysis (SIMO-ICA) is now being studied by the authors …

Frequency domain independent component analysis without permutation and scale indeterminacy

T Ishibashi, K Inoue, H Gotanda… - Proceedings of the ISCIE …, 2010 - jstage.jst.go.jp
抄録 Under multi-source and multi-microphone configurations, it is clarified that the
decomposed spectrum is uniquely expressed in terms of the product of a source and its …