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| 001 | 978-981-13-6098-5 | ||
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_aSen, Soumya. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _941904 |
|
| 245 | 1 | 0 |
_aAudio Processing and Speech Recognition _h[electronic resource] : _bConcepts, Techniques and Research Overviews / _cby Soumya Sen, Anjan Dutta, Nilanjan Dey. |
| 250 | _a1st ed. 2019. | ||
| 264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2019. |
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| 300 |
_aXIV, 96 p. 41 illus., 3 illus. in color. _bonline resource. |
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_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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| 490 | 1 |
_aSpringerBriefs in Computational Intelligence, _x2625-3712 |
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| 505 | 0 | _aAudio Indexing -- Speech processing -- Feature extraction -- Audio Classification -- Conclusion. | |
| 520 | _aThis book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field. | ||
| 650 | 0 |
_aSignal processing. _94052 |
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| 650 | 0 |
_aUser interfaces (Computer systems). _911681 |
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_aHuman-computer interaction. _96196 |
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| 650 | 0 |
_aComputer input-output equipment. _922942 |
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| 650 | 1 | 4 |
_aSignal, Speech and Image Processing . _931566 |
| 650 | 2 | 4 |
_aUser Interfaces and Human Computer Interaction. _931632 |
| 650 | 2 | 4 |
_aInput/Output and Data Communications. _937326 |
| 700 | 1 |
_aDutta, Anjan. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _941905 |
|
| 700 | 1 |
_aDey, Nilanjan. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _916114 |
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_aSpringerLink (Online service) _941906 |
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| 773 | 0 | _tSpringer Nature eBook | |
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_iPrinted edition: _z9789811360978 |
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_aSpringerBriefs in Computational Intelligence, _x2625-3712 _941907 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-981-13-6098-5 |
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