An Acoustic Human-Machine Front-End for Multimedia Applications
<p/> <p>A concept of robust adaptive beamforming integrating stereophonic acoustic echo cancellation is presented which reconciles the need for low-computational complexity and efficient adaptive filtering with versatility and robustness in real-world scenarios. The synergetic combinatio...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2003-01-01
|
| Series: | EURASIP Journal on Advances in Signal Processing |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.1155/S1110865703211094 |
| _version_ | 1830093105289756672 |
|---|---|
| author | Herbordt Wolfgang Buchner Herbert Kellermann Walter |
| author_facet | Herbordt Wolfgang Buchner Herbert Kellermann Walter |
| author_sort | Herbordt Wolfgang |
| collection | DOAJ |
| description | <p/> <p>A concept of robust adaptive beamforming integrating stereophonic acoustic echo cancellation is presented which reconciles the need for low-computational complexity and efficient adaptive filtering with versatility and robustness in real-world scenarios. The synergetic combination of a robust generalized sidelobe canceller and a stereo acoustic echo canceller is designed in the frequency domain based on a general framework for multichannel adaptive filtering in the frequency domain. Theoretical analysis and real-time experiments show the superiority of this concept over comparable time-domain approaches in terms of computational complexity and adaptation behaviour. The real-time implementation confirms that the concept is robust and meets well the practical requirements of real-world scenarios, which makes it a promising candidate for commercial products.</p> |
| first_indexed | 2024-12-16T17:48:29Z |
| format | Article |
| id | doaj.art-543f45f544de4d1fa3ea5d1679c2eef5 |
| institution | Directory Open Access Journal |
| issn | 1687-6172 1687-6180 |
| language | English |
| last_indexed | 2024-12-16T17:48:29Z |
| publishDate | 2003-01-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | EURASIP Journal on Advances in Signal Processing |
| spelling | doaj.art-543f45f544de4d1fa3ea5d1679c2eef52022-12-21T22:22:23ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802003-01-0120031714768An Acoustic Human-Machine Front-End for Multimedia ApplicationsHerbordt WolfgangBuchner HerbertKellermann Walter<p/> <p>A concept of robust adaptive beamforming integrating stereophonic acoustic echo cancellation is presented which reconciles the need for low-computational complexity and efficient adaptive filtering with versatility and robustness in real-world scenarios. The synergetic combination of a robust generalized sidelobe canceller and a stereo acoustic echo canceller is designed in the frequency domain based on a general framework for multichannel adaptive filtering in the frequency domain. Theoretical analysis and real-time experiments show the superiority of this concept over comparable time-domain approaches in terms of computational complexity and adaptation behaviour. The real-time implementation confirms that the concept is robust and meets well the practical requirements of real-world scenarios, which makes it a promising candidate for commercial products.</p>http://dx.doi.org/10.1155/S1110865703211094hands-free acoustic human-machine front-endmicrophone arraysrobust adaptive beamformingstereophonic acoustic echo cancellationgeneralized sidelobe cancellerfrequency-domain adaptive filters |
| spellingShingle | Herbordt Wolfgang Buchner Herbert Kellermann Walter An Acoustic Human-Machine Front-End for Multimedia Applications EURASIP Journal on Advances in Signal Processing hands-free acoustic human-machine front-end microphone arrays robust adaptive beamforming stereophonic acoustic echo cancellation generalized sidelobe canceller frequency-domain adaptive filters |
| title | An Acoustic Human-Machine Front-End for Multimedia Applications |
| title_full | An Acoustic Human-Machine Front-End for Multimedia Applications |
| title_fullStr | An Acoustic Human-Machine Front-End for Multimedia Applications |
| title_full_unstemmed | An Acoustic Human-Machine Front-End for Multimedia Applications |
| title_short | An Acoustic Human-Machine Front-End for Multimedia Applications |
| title_sort | acoustic human machine front end for multimedia applications |
| topic | hands-free acoustic human-machine front-end microphone arrays robust adaptive beamforming stereophonic acoustic echo cancellation generalized sidelobe canceller frequency-domain adaptive filters |
| url | http://dx.doi.org/10.1155/S1110865703211094 |
| work_keys_str_mv | AT herbordtwolfgang anacoustichumanmachinefrontendformultimediaapplications AT buchnerherbert anacoustichumanmachinefrontendformultimediaapplications AT kellermannwalter anacoustichumanmachinefrontendformultimediaapplications AT herbordtwolfgang acoustichumanmachinefrontendformultimediaapplications AT buchnerherbert acoustichumanmachinefrontendformultimediaapplications AT kellermannwalter acoustichumanmachinefrontendformultimediaapplications |