國立虎尾科技大學 |

Audio Processing and Speech Recognition = Concepts, Techniques and Research Overviews /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Audio Processing and Speech Recognition/ by Soumya Sen, Anjan Dutta, Nilanjan Dey.
其他題名:	Concepts, Techniques and Research Overviews /
作者:	Sen, Soumya.
其他作者:	Dutta, Anjan.
面頁冊數:	XIV, 96 p. 41 illus., 3 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Signal processing. -
電子資源:	https://doi.org/10.1007/978-981-13-6098-5
ISBN:	9789811360985

Audio Processing and Speech Recognition = Concepts, Techniques and Research Overviews /
Sen, Soumya.

Audio Processing and Speech RecognitionConcepts, Techniques and Research Overviews /[electronic resource] :by Soumya Sen, Anjan Dutta, Nilanjan Dey. - 1st ed. 2019. - XIV, 96 p. 41 illus., 3 illus. in color.online resource. - SpringerBriefs in Computational Intelligence,2625-3704. - SpringerBriefs in Computational Intelligence,.

Audio Indexing -- Speech processing -- Feature extraction -- Audio Classification -- Conclusion.

This 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.

ISBN: 9789811360985

Standard No.: 10.1007/978-981-13-6098-5doiSubjects--Topical Terms:

561459
Signal processing.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.382

Audio Processing and Speech Recognition = Concepts, Techniques and Research Overviews /
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