Suppressing acoustic echo in a spectral envelope space
Full-duplex hands-free telecommunication systems employ an acoustic echo canceler (AEC) to remove the undesired echoes that result from the coupling between a loudspeaker and a microphone. Traditionally, the removal is achieved by modeling the echo path impulse response with an adaptive finite impul...
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Veröffentlicht in: | IEEE transactions on speech and audio processing 2005-09, Vol.13 (5), p.1048-1062 |
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description | Full-duplex hands-free telecommunication systems employ an acoustic echo canceler (AEC) to remove the undesired echoes that result from the coupling between a loudspeaker and a microphone. Traditionally, the removal is achieved by modeling the echo path impulse response with an adaptive finite impulse response (FIR) filter and subtracting an echo estimate from the microphone signal. It is not uncommon that an adaptive filter with a length of 50-300 ms needs to be considered, which makes an AEC highly computationally expensive. In this paper, we propose an echo suppression algorithm to eliminate the echo effect. Instead of identifying the echo path impulse response, the proposed method estimates the spectral envelope of the echo signal. The suppression is done by spectral modification-a technique originally proposed for noise reduction. It is shown that this new approach has several advantages over the traditional AEC. Properties of human auditory perception are considered, by estimating spectral envelopes according to the frequency selectivity of the auditory system, resulting in improved perceptual quality. A conventional AEC is often combined with a post-processor to reduce the residual echoes due to minor echo path changes. It is shown that the proposed algorithm is insensitive to such changes. Therefore, no post-processor is necessary. Furthermore, the new scheme is computationally much more efficient than a conventional AEC. |
doi_str_mv | 10.1109/TSA.2005.852012 |
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Traditionally, the removal is achieved by modeling the echo path impulse response with an adaptive finite impulse response (FIR) filter and subtracting an echo estimate from the microphone signal. It is not uncommon that an adaptive filter with a length of 50-300 ms needs to be considered, which makes an AEC highly computationally expensive. In this paper, we propose an echo suppression algorithm to eliminate the echo effect. Instead of identifying the echo path impulse response, the proposed method estimates the spectral envelope of the echo signal. The suppression is done by spectral modification-a technique originally proposed for noise reduction. It is shown that this new approach has several advantages over the traditional AEC. Properties of human auditory perception are considered, by estimating spectral envelopes according to the frequency selectivity of the auditory system, resulting in improved perceptual quality. A conventional AEC is often combined with a post-processor to reduce the residual echoes due to minor echo path changes. It is shown that the proposed algorithm is insensitive to such changes. Therefore, no post-processor is necessary. Furthermore, the new scheme is computationally much more efficient than a conventional AEC.</description><identifier>ISSN: 1063-6676</identifier><identifier>ISSN: 2329-9290</identifier><identifier>EISSN: 1558-2353</identifier><identifier>EISSN: 2329-9304</identifier><identifier>DOI: 10.1109/TSA.2005.852012</identifier><identifier>CODEN: IESPEJ</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Acoustic echo cancellation ; Acoustics ; adaptive filter ; Adaptive filters ; Algorithms ; Auditory system ; Echo cancellers ; echo suppression ; Envelopes ; Estimates ; Finite impulse response filter ; Frequency estimation ; Humans ; Impulse response ; Loudspeakers ; Microphones ; Noise reduction ; Signal processing ; Spectra ; spectral modification ; Studies</subject><ispartof>IEEE transactions on speech and audio processing, 2005-09, Vol.13 (5), p.1048-1062</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2005</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c392t-874b048892557d725fa622315e88571f82df6024aaaa644722a7ecc8f9b6fc833</citedby><cites>FETCH-LOGICAL-c392t-874b048892557d725fa622315e88571f82df6024aaaa644722a7ecc8f9b6fc833</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1495486$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/1495486$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Faller, C.</creatorcontrib><creatorcontrib>Jingdong Chen</creatorcontrib><title>Suppressing acoustic echo in a spectral envelope space</title><title>IEEE transactions on speech and audio processing</title><addtitle>T-SAP</addtitle><description>Full-duplex hands-free telecommunication systems employ an acoustic echo canceler (AEC) to remove the undesired echoes that result from the coupling between a loudspeaker and a microphone. Traditionally, the removal is achieved by modeling the echo path impulse response with an adaptive finite impulse response (FIR) filter and subtracting an echo estimate from the microphone signal. It is not uncommon that an adaptive filter with a length of 50-300 ms needs to be considered, which makes an AEC highly computationally expensive. In this paper, we propose an echo suppression algorithm to eliminate the echo effect. Instead of identifying the echo path impulse response, the proposed method estimates the spectral envelope of the echo signal. The suppression is done by spectral modification-a technique originally proposed for noise reduction. It is shown that this new approach has several advantages over the traditional AEC. Properties of human auditory perception are considered, by estimating spectral envelopes according to the frequency selectivity of the auditory system, resulting in improved perceptual quality. A conventional AEC is often combined with a post-processor to reduce the residual echoes due to minor echo path changes. It is shown that the proposed algorithm is insensitive to such changes. Therefore, no post-processor is necessary. Furthermore, the new scheme is computationally much more efficient than a conventional AEC.</description><subject>Acoustic echo cancellation</subject><subject>Acoustics</subject><subject>adaptive filter</subject><subject>Adaptive filters</subject><subject>Algorithms</subject><subject>Auditory system</subject><subject>Echo cancellers</subject><subject>echo suppression</subject><subject>Envelopes</subject><subject>Estimates</subject><subject>Finite impulse response filter</subject><subject>Frequency estimation</subject><subject>Humans</subject><subject>Impulse response</subject><subject>Loudspeakers</subject><subject>Microphones</subject><subject>Noise reduction</subject><subject>Signal processing</subject><subject>Spectra</subject><subject>spectral modification</subject><subject>Studies</subject><issn>1063-6676</issn><issn>2329-9290</issn><issn>1558-2353</issn><issn>2329-9304</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2005</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNp9kEtLw0AQgBdRsFbPHrwED3pKu--dPRbxBQUPredlu51oSprEbCL4790SQfDgXHYYvtmZ-Qi5ZHTGGLXz9Wox45SqGShOGT8iE6YU5FwocZxyqkWutdGn5CzGHaUUmJEToldD23YYY1m_ZT40Q-zLkGF4b7KyznwWWwx956sM60-smhZTxQc8JyeFryJe_LxT8vpwv757ypcvj893i2UehOV9DkZuqASwXCmzNVwVXnMumEIAZVgBfFtoyqVPoaU0nHuDIUBhN7oIIMSU3I7_tl3zMWDs3b6MAavK15h2dZZZK4TkKpE3_5IcKEASkMDrP-CuGbo6XeEgTbSK0cPc-QiFromxw8K1Xbn33Zdj1B10u6TbHXS7UXfquBo7SkT8paVVErT4BrK8ePw</recordid><startdate>20050901</startdate><enddate>20050901</enddate><creator>Faller, C.</creator><creator>Jingdong Chen</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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Traditionally, the removal is achieved by modeling the echo path impulse response with an adaptive finite impulse response (FIR) filter and subtracting an echo estimate from the microphone signal. It is not uncommon that an adaptive filter with a length of 50-300 ms needs to be considered, which makes an AEC highly computationally expensive. In this paper, we propose an echo suppression algorithm to eliminate the echo effect. Instead of identifying the echo path impulse response, the proposed method estimates the spectral envelope of the echo signal. The suppression is done by spectral modification-a technique originally proposed for noise reduction. It is shown that this new approach has several advantages over the traditional AEC. Properties of human auditory perception are considered, by estimating spectral envelopes according to the frequency selectivity of the auditory system, resulting in improved perceptual quality. A conventional AEC is often combined with a post-processor to reduce the residual echoes due to minor echo path changes. It is shown that the proposed algorithm is insensitive to such changes. Therefore, no post-processor is necessary. Furthermore, the new scheme is computationally much more efficient than a conventional AEC.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TSA.2005.852012</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Acoustic echo cancellation Acoustics adaptive filter Adaptive filters Algorithms Auditory system Echo cancellers echo suppression Envelopes Estimates Finite impulse response filter Frequency estimation Humans Impulse response Loudspeakers Microphones Noise reduction Signal processing Spectra spectral modification Studies |
title | Suppressing acoustic echo in a spectral envelope space |
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