| 000 | 04583nam a22005295i 4500 | ||
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| 001 | 978-3-031-02560-0 | ||
| 003 | DE-He213 | ||
| 005 | 20240730164003.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 220601s2011 sz | s |||| 0|eng d | ||
| 020 |
_a9783031025600 _9978-3-031-02560-0 |
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| 024 | 7 |
_a10.1007/978-3-031-02560-0 _2doi |
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| 050 | 4 | _aTK1-9971 | |
| 072 | 7 |
_aTHR _2bicssc |
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_aTEC007000 _2bisacsh |
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_aTHR _2thema |
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| 082 | 0 | 4 |
_a621.3 _223 |
| 100 | 1 |
_aBenesty, Jacob. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _981512 |
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| 245 | 1 | 0 |
_aSpeech Enhancement in the Karhunen-Loeve Expansion Domain _h[electronic resource] / _cby Jacob Benesty, Jingdong Chen, Yiteng Huang. |
| 250 | _a1st ed. 2011. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2011. |
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| 300 |
_aIX, 102 p. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aSynthesis Lectures on Speech and Audio Processing, _x1932-1678 |
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| 505 | 0 | _aIntroduction -- Problem Formulation -- Optimal Filters in the Time Domain -- Linear Models for Signal Enhancement in the KLE Domain -- Optimal Filters in the KLE Domain with Model 1 -- Optimal Filters in the KLE Domain with Model 2 -- Optimal Filters in the KLE Domain with Model 3 -- Optimal Filters in the KLE Domain with Model 4 -- Experimental Study. | |
| 520 | _aThis book is devoted to the study of the problem of speech enhancement whose objective is the recovery of a signal of interest (i.e., speech) from noisy observations. Typically, the recovery process is accomplished by passing the noisy observations through a linear filter (or a linear transformation). Since both the desired speech and undesired noise are filtered at the same time, the most critical issue of speech enhancement resides in how to design a proper optimal filter that can fully take advantage of the difference between the speech and noise statistics to mitigate the noise effect as much as possible while maintaining the speech perception identical to its original form. The optimal filters can be designed either in the time domain or in a transform space. As the title indicates, this book will focus on developing and analyzing optimal filters in the Karhunen-Loève expansion (KLE) domain. We begin by describing the basic problem of speech enhancement and the fundamental principles to solve it in the time domain. We then explain how the problem can be equivalently formulated in the KLE domain. Next, we divide the general problem in the KLE domain into four groups, depending on whether interframe and interband information is accounted for, leading to four linear models for speech enhancement in the KLE domain. For each model, we introduce signal processing measures to quantify the performance of speech enhancement, discuss the formation of different cost functions, and address the optimization of these cost functions for the derivation of different optimal filters. Both theoretical analysis and experiments will be provided to study the performance of these filters and the links between the KLE-domain and time-domain optimal filters will be examined. Table of Contents: Introduction / Problem Formulation / Optimal Filters in the Time Domain / Linear Models for Signal Enhancement in the KLE Domain / Optimal Filters in the KLE Domain with Model 1 / Optimal Filtersin the KLE Domain with Model 2 / Optimal Filters in the KLE Domain with Model 3 / Optimal Filters in the KLE Domain with Model 4 / Experimental Study. | ||
| 650 | 0 |
_aElectrical engineering. _981513 |
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| 650 | 0 |
_aSignal processing. _94052 |
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| 650 | 0 |
_aAcoustical engineering. _99499 |
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| 650 | 1 | 4 |
_aElectrical and Electronic Engineering. _981514 |
| 650 | 2 | 4 |
_aSignal, Speech and Image Processing. _931566 |
| 650 | 2 | 4 |
_aEngineering Acoustics. _931982 |
| 700 | 1 |
_aChen, Jingdong. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _981515 |
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| 700 | 1 |
_aHuang, Yiteng. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _981516 |
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| 710 | 2 |
_aSpringerLink (Online service) _981517 |
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| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031014321 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031036880 |
| 830 | 0 |
_aSynthesis Lectures on Speech and Audio Processing, _x1932-1678 _981518 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-02560-0 |
| 912 | _aZDB-2-SXSC | ||
| 942 | _cEBK | ||
| 999 |
_c85189 _d85189 |
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