Description: Automatic Speech Recognition Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). The Development of the SPHINX System Author(s): Kai-Fu Lee Format: Paperback Publisher: Springer-Verlag New York Inc., United States Imprint: Springer-Verlag New York Inc. ISBN-13: 9781461366249, 978-1461366249 Synopsis Speech Recognition has a long history of being one of the difficult problems in Artificial Intelligence and Computer Science. As one goes from problem solving tasks such as puzzles and chess to perceptual tasks such as speech and vision, the problem characteristics change dramatically: knowledge poor to knowledge rich; low data rates to high data rates; slow response time (minutes to hours) to instantaneous response time. These characteristics taken together increase the computational complexity of the problem by several orders of magnitude. Further, speech provides a challenging task domain which embodies many of the requirements of intelligent behavior: operate in real time; exploit vast amounts of knowledge, tolerate errorful, unexpected unknown input; use symbols and abstractions; communicate in natural language and learn from the environment. Voice input to computers offers a number of advantages. It provides a natural, fast, hands free, eyes free, location free input medium. However, there are many as yet unsolved problems that prevent routine use of speech as an input device by non-experts. These include cost, real time response, speaker independence, robustness to variations such as noise, microphone, speech rate and loudness, and the ability to handle non-grammatical speech. Satisfactory solutions to each of these problems can be expected within the next decade. Recognition of unrestricted spontaneous continuous speech appears unsolvable at present. However, by the addition of simple constraints, such as clarification dialog to resolve ambiguity, we believe it will be possible to develop systems capable of accepting very large vocabulary continuous speechdictation.
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Book Title: Automatic Speech Recognition
Number of Pages: 207 Pages
Language: English
Publication Name: Automatic Speech Recognition: the Development of the Sphinx System
Publisher: Springer-Verlag New York Inc.
Publication Year: 2013
Subject: Engineering & Technology, Computer Science
Item Height: 235 mm
Item Weight: 355 g
Type: Textbook
Author: Kai-Fu Lee
Series: The Springer International Series in Engineering and Computer Science
Item Width: 155 mm
Format: Paperback
