Dynamic range compression for noisy mixtures using source separation and beamforming

Ryan M. Corey, Andrew Carl Singer

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Dynamic range compression is widely used in digital hearing AIDS, but performs poorly in noisy conditions with multiple sources. We propose a system that combines source separation, compression, and beamforming to compress each source independently. We derive an expression for a time-varying weighted multichannel Wiener filter that performs both beamforming and compression. Experiments using recorded speech and behind-The-ear hearing aid impulse responses suggest that the combined system provides more accurate dynamic range compression than a conventional compressor in the presence of competing speech and background noise.

Original languageEnglish (US)
Title of host publication2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages289-293
Number of pages5
ISBN (Electronic)9781538616321
DOIs
StatePublished - Dec 7 2017
Event2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017 - New Paltz, United States
Duration: Oct 15 2017Oct 18 2017

Publication series

NameIEEE Workshop on Applications of Signal Processing to Audio and Acoustics
Volume2017-October

Other

Other2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017
CountryUnited States
CityNew Paltz
Period10/15/1710/18/17

Fingerprint

Source separation
Beamforming
Compaction
Hearing aids
Audition
Impulse response
Compressors
Experiments

Keywords

  • Dynamic range compression
  • audio source separation
  • beamforming
  • hearing AIDS
  • speech enhancement

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Science Applications

Cite this

Corey, R. M., & Singer, A. C. (2017). Dynamic range compression for noisy mixtures using source separation and beamforming. In 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017 (pp. 289-293). (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; Vol. 2017-October). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WASPAA.2017.8170041

Dynamic range compression for noisy mixtures using source separation and beamforming. / Corey, Ryan M.; Singer, Andrew Carl.

2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 289-293 (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; Vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Corey, RM & Singer, AC 2017, Dynamic range compression for noisy mixtures using source separation and beamforming. in 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, vol. 2017-October, Institute of Electrical and Electronics Engineers Inc., pp. 289-293, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017, New Paltz, United States, 10/15/17. https://doi.org/10.1109/WASPAA.2017.8170041
Corey RM, Singer AC. Dynamic range compression for noisy mixtures using source separation and beamforming. In 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 289-293. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics). https://doi.org/10.1109/WASPAA.2017.8170041
Corey, Ryan M. ; Singer, Andrew Carl. / Dynamic range compression for noisy mixtures using source separation and beamforming. 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 289-293 (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).
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