Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework

Jesper B. Boldt; Andreas Thelander Bertelsen; Fredrik Gran; Soren Jorgensen; Torsten Dau

doi:10.1109/icassp.2015.7179073

Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework

Jesper B. Boldt, Andreas Thelander Bertelsen, Fredrik Gran, Soren Jorgensen, Torsten Dau

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Abstract

Recently, the ideal binary mask has been introduced in the modulation domain by extending the ideal channel selection method to modulation channel selection [1]. This new method shows substantial improvement in speech intelligibility but less than its predecessor despite the higher complexity. Here, we extend the previous finding from [1] and provide a more direct comparison of binary masking in the modulation domain with binary masking in the time-frequency domain. Subjective and objective evaluations are performed and provide additional insight into modulation domain processing.

Original language	English
Title of host publication	Proceedings of Ieee International Conference on Acoustics, Speech and Signal Processing
Publisher	IEEE
Publication date	2015
Pages	5748-5752
Article number	7179073
ISBN (Print)	9781467369978
DOIs	https://doi.org/10.1109/icassp.2015.7179073
Publication status	Published - 2015
Event	2015 IEEE International Conference on Acoustics, Speech and Signal Processing - Brisbane, Australia Duration: 19 Apr 2015 → 24 Apr 2015 Conference number: 40 https://icassp2015.org/

Conference

Conference	2015 IEEE International Conference on Acoustics, Speech and Signal Processing
Number	40
Country/Territory	Australia
City	Brisbane
Period	19/04/2015 → 24/04/2015
Internet address	https://icassp2015.org/

Keywords

Signal Processing
Software
Electrical and Electronic Engineering
Binary Masking
Modulation Domain Processing
Speech Enhancement
Speech Intelligibility

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10.1109/icassp.2015.7179073

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title = "Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework",

abstract = "Recently, the ideal binary mask has been introduced in the modulation domain by extending the ideal channel selection method to modulation channel selection [1]. This new method shows substantial improvement in speech intelligibility but less than its predecessor despite the higher complexity. Here, we extend the previous finding from [1] and provide a more direct comparison of binary masking in the modulation domain with binary masking in the time-frequency domain. Subjective and objective evaluations are performed and provide additional insight into modulation domain processing.",

keywords = "Signal Processing, Software, Electrical and Electronic Engineering, Binary Masking, Modulation Domain Processing, Speech Enhancement, Speech Intelligibility",

author = "Boldt, {Jesper B.} and Bertelsen, {Andreas Thelander} and Fredrik Gran and Soren Jorgensen and Torsten Dau",

year = "2015",

doi = "10.1109/icassp.2015.7179073",

language = "English",

isbn = "9781467369978",

pages = "5748--5752",

booktitle = "Proceedings of Ieee International Conference on Acoustics, Speech and Signal Processing",

publisher = "IEEE",

address = "United States",

note = "2015 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2015 ; Conference date: 19-04-2015 Through 24-04-2015",

url = "https://icassp2015.org/",

}

Boldt, JB, Bertelsen, AT, Gran, F, Jorgensen, S & Dau, T 2015, Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework. in Proceedings of Ieee International Conference on Acoustics, Speech and Signal Processing ., 7179073, IEEE, pp. 5748-5752, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing, Brisbane, Queensland, Australia, 19/04/2015. https://doi.org/10.1109/icassp.2015.7179073

Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework. / Boldt, Jesper B.; Bertelsen, Andreas Thelander; Gran, Fredrik et al.
Proceedings of Ieee International Conference on Acoustics, Speech and Signal Processing . IEEE, 2015. p. 5748-5752 7179073.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

TY - GEN

T1 - Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework

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AU - Bertelsen, Andreas Thelander

AU - Gran, Fredrik

AU - Jorgensen, Soren

AU - Dau, Torsten

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AB - Recently, the ideal binary mask has been introduced in the modulation domain by extending the ideal channel selection method to modulation channel selection [1]. This new method shows substantial improvement in speech intelligibility but less than its predecessor despite the higher complexity. Here, we extend the previous finding from [1] and provide a more direct comparison of binary masking in the modulation domain with binary masking in the time-frequency domain. Subjective and objective evaluations are performed and provide additional insight into modulation domain processing.

KW - Signal Processing

KW - Software

KW - Electrical and Electronic Engineering

KW - Binary Masking

KW - Modulation Domain Processing

KW - Speech Enhancement

KW - Speech Intelligibility

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DO - 10.1109/icassp.2015.7179073

M3 - Article in proceedings

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BT - Proceedings of Ieee International Conference on Acoustics, Speech and Signal Processing

PB - IEEE

T2 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing

Y2 - 19 April 2015 through 24 April 2015

ER -

Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework

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Keywords

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