9780792397069 - automatic speech and speaker recognition: advanced topics (the springer international series in engineering and computer science, 355, band 355) (4 Ergebnisse)
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Hardcover. Zustand: Fair. Verschmutzung / Wasserschaden; Leichte Kratzer / Abnutzungen / Druckstellen. Research in automatic speech and speaker recognition has significantly advanced over the past two decades, driven by improvements in signal processing, algorithms, architectures, and hardware. Key developments include the adopt…ion of a statistical pattern recognition approach, the use of hidden Markov modeling to capture both spectral and temporal variations in speech, and training these models with extensive speech data from diverse speakers. Additionally, speech and language knowledge sources are organized into structural finite state networks, and dynamic programming-based heuristic search methods are employed to identify the best word sequences corresponding to spoken utterances. This volume consolidates crucial topics in speech and speaker recognition that remain underrepresented in existing literature. Although not explicitly divided, the content can be categorized into five parts: Chapters 1-2 provide technology overviews; Chapters 3-12 focus on acoustic modeling of speech units and lexical modeling of words; Chapters 13-15 explore flexibility and robustness; Chapters 16-18 address theoretical and practical search issues; and Chapters 19-20 present examples of algorithms and implementation for recognition systems. This book serves as a reference for speech researchers and graduate students interested in pursuing research in this field and may also be utilized as a textbook for advanced courses on the subject.
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Research in the field of automatic speech and speaker recognition has made a number of significant advances in the last two decades, influenced by advances in signal processing, algorithms, architectures, and hardware. These advances include: the adoption o…f a statistical pattern recognition paradigm; the use of the hidden Markov modeling framework to characterize both the spectral and the temporal variations in the speech signal; the use of a large set of speech utterance examples from a large population of speakers to train the hidden Markov models of some fundamental speech units; the organization of speech and language knowledge sources into a structural finite state network; and the use of dynamic, programming based heuristic search methods to find the best word sequence in the lexical network corresponding to the spoken utterance. Automatic Speech and Speaker Recognition: Advanced Topics groups together in a single volume a number of important topics on speech and speaker recognition, topics which are of fundamental importance, but not yet covered in detail in existing textbooks. Although no explicit partition is given, the book is divided into five parts: Chapters 1-2 are devoted to technology overviews; Chapters 3-12 discuss acoustic modeling of fundamental speech units and lexical modeling of words and pronunciations; Chapters 13-15 address the issues related to flexibility and robustness; Chapter 16-18 concern the theoretical and practical issues of search; Chapters 19-20 give two examples of algorithm and implementational aspects for recognition system realization. Audience: A reference book for speech researchers and graduate students interested in pursuing potential research on the topic. May also be used as a text for advanced courses on the subject.
Automatic Speech and Speaker Recognition
. Ed(s): Lee, Chin-Hui; Soong, Frank K. (AT&T Bell Laboratories, Murray Hill, NJ, USA); Paliwal, Kuldip
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Zustand: New. This work is divided into five parts: technology overviews; acoustic modelling of fundamental speech units and lexical modelling of words and pronunciations; flexibility and robustness; search; and algorithm and implementational aspects for recognition-system realization. Editor(s): Lee, Chin-Hui; Soong, Frank K. (…AT&T Bell Laboratories, Murray Hill, NJ, USA); Paliwal, Kuldip. Series: The Springer International Series in Engineering and Computer Science. Num Pages: 518 pages, biography. BIC Classification: PHDS; UY. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 235 x 155 x 30. Weight in Grams: 923. . 1996. Hardback. . . . . Books ship from the US and Ireland.
