Audio Processing and Speech Recognition : Concepts, Techniques and Research overviews / Soumya Sen, Anjan Dutta, Nilanjan Dey
By: Sen, Soumya., autor
Contributor(s): SpringerLink (Online service)
| Dey, Nilanjan,, autor
| Dutta, Anjan., autor
Series: (Engineering (Springer-11647)); (SpringerBriefs in Computational Intelligence, 2625-3704).Publisher: Singapore : Springer Singapore : Imprint: Springer, 2019Description: 1 recurso en línea (XIV, 96 páginas) : 41 ilustraciones.ISBN: 9789811360985.Subject: Reconocimiento automático del lenguaje
| Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | |
|---|---|---|---|---|---|---|---|---|
LIBRO-E NO PRÉSTAMO
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Madrid Digital Acceso Electrónico (UEM) | Ciencias e Ingeniería | TK7895 .S65 2019 EB (Browse shelf(Opens below)) | Acceso electrónico | eBooks24062208 |
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.
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