On the generalization of blind source separation algorithms from instantaneous to convolutive mixtures

Tiemin Mei; A. Mertins; Fuliang Yin

doi:10.1109/SAM.2008.4606917

On the generalization of blind source separation algorithms from instantaneous to convolutive mixtures

Tiemin Mei, A. Mertins, Fuliang Yin

Institut für Signalverarbeitung

3 Zitate (Scopus)

Abstract

Many convolutive blind source separation (BSS) approaches are generalized from instantaneous BSS methods in either time or frequency domain. In this paper, we establish in a general way the inner relationship between the time-domain instantaneous BSS and the frequency-domain convolutive BSS. From this point of view, the time-domain approaches for instantaneous mixture separation are generalized to those for convolutive mixture separation in the frequency domain. Two examples are given to illustrate the feasibility of the proposed approach.

Originalsprache	Englisch
Titel	2008 5th IEEE Sensor Array and Multichannel Signal Processing Workshop
Seitenumfang	5
Herausgeber (Verlag)	IEEE
Erscheinungsdatum	01.07.2008
Seiten	482-486
Aufsatznummer	4606917
ISBN (Print)	978-1-4244-2240-1
ISBN (elektronisch)	978-1-4244-2241-8
DOIs	https://doi.org/10.1109/SAM.2008.4606917
Publikationsstatus	Veröffentlicht - 01.07.2008
Veranstaltung	5th IEEE Sensor Array and Multichannel Signal Processing Workshop - Darmstadt, Deutschland Dauer: 21.07.2008 → 23.07.2008 Konferenznummer: 73755

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Dokumente

10.1109/SAM.2008.4606917

Weitere Links

https://www.scopus.com/pages/publications/52949131026

Blinde Separierung akustischer Quellensignale in reflexionsbehafteter Umgebung
Mertins, A. (Projektleiter*in (PI)) & Kollmeier, B. (Beteiligte Person)
01.01.04 → 31.12.08
Projekt: DFG Einzelprojekte › DFG Einzelförderungen (Sachbeihilfen)

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title = "On the generalization of blind source separation algorithms from instantaneous to convolutive mixtures",

abstract = "Many convolutive blind source separation (BSS) approaches are generalized from instantaneous BSS methods in either time or frequency domain. In this paper, we establish in a general way the inner relationship between the time-domain instantaneous BSS and the frequency-domain convolutive BSS. From this point of view, the time-domain approaches for instantaneous mixture separation are generalized to those for convolutive mixture separation in the frequency domain. Two examples are given to illustrate the feasibility of the proposed approach.",

author = "Tiemin Mei and A. Mertins and Fuliang Yin",

year = "2008",

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doi = "10.1109/SAM.2008.4606917",

language = "English",

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series = "IEEE Sensor Array and Multichannel Signal Processing Workshop",

publisher = "IEEE",

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booktitle = "2008 5th IEEE Sensor Array and Multichannel Signal Processing Workshop",

note = "5th IEEE Sensor Array and Multichannel Signal Processing Workshop ; Conference date: 21-07-2008 Through 23-07-2008",

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Mei, T, Mertins, A & Yin, F 2008, On the generalization of blind source separation algorithms from instantaneous to convolutive mixtures. in 2008 5th IEEE Sensor Array and Multichannel Signal Processing Workshop., 4606917, IEEE Sensor Array and Multichannel Signal Processing Workshop, IEEE, S. 482-486, 5th IEEE Sensor Array and Multichannel Signal Processing Workshop, Darmstadt, Hessen, Deutschland, 21.07.08. https://doi.org/10.1109/SAM.2008.4606917

On the generalization of blind source separation algorithms from instantaneous to convolutive mixtures. / Mei, Tiemin; Mertins, A.; Yin, Fuliang.
2008 5th IEEE Sensor Array and Multichannel Signal Processing Workshop. IEEE, 2008. S. 482-486 4606917 (IEEE Sensor Array and Multichannel Signal Processing Workshop).

Publikation: Kapitel in Büchern/Berichten/Konferenzbänden › Konferenzbeitrag › Begutachtung

TY - GEN

T1 - On the generalization of blind source separation algorithms from instantaneous to convolutive mixtures

AU - Mei, Tiemin

AU - Mertins, A.

AU - Yin, Fuliang

N1 - Conference code: 73755

PY - 2008/7/1

Y1 - 2008/7/1

N2 - Many convolutive blind source separation (BSS) approaches are generalized from instantaneous BSS methods in either time or frequency domain. In this paper, we establish in a general way the inner relationship between the time-domain instantaneous BSS and the frequency-domain convolutive BSS. From this point of view, the time-domain approaches for instantaneous mixture separation are generalized to those for convolutive mixture separation in the frequency domain. Two examples are given to illustrate the feasibility of the proposed approach.

AB - Many convolutive blind source separation (BSS) approaches are generalized from instantaneous BSS methods in either time or frequency domain. In this paper, we establish in a general way the inner relationship between the time-domain instantaneous BSS and the frequency-domain convolutive BSS. From this point of view, the time-domain approaches for instantaneous mixture separation are generalized to those for convolutive mixture separation in the frequency domain. Two examples are given to illustrate the feasibility of the proposed approach.

UR - https://www.scopus.com/pages/publications/52949131026

U2 - 10.1109/SAM.2008.4606917

DO - 10.1109/SAM.2008.4606917

M3 - Conference contribution

SN - 978-1-4244-2240-1

T3 - IEEE Sensor Array and Multichannel Signal Processing Workshop

SP - 482

EP - 486

BT - 2008 5th IEEE Sensor Array and Multichannel Signal Processing Workshop

PB - IEEE

T2 - 5th IEEE Sensor Array and Multichannel Signal Processing Workshop

Y2 - 21 July 2008 through 23 July 2008

ER -

On the generalization of blind source separation algorithms from instantaneous to convolutive mixtures

Abstract

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Dokumente

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Projekte

Blinde Separierung akustischer Quellensignale in reflexionsbehafteter Umgebung

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