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Titlebook: Robustness in Automatic Speech Recognition; Fundamentals and App Jean-Claude Junqua,Jean-Paul Haton Book 1996 Springer Science+Business Med

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发表于 2025-3-21 18:56:49 | 显示全部楼层 |阅读模式
书目名称Robustness in Automatic Speech Recognition
副标题Fundamentals and App
编辑Jean-Claude Junqua,Jean-Paul Haton
视频video
丛书名称The Springer International Series in Engineering and Computer Science
图书封面Titlebook: Robustness in Automatic Speech Recognition; Fundamentals and App Jean-Claude Junqua,Jean-Paul Haton Book 1996 Springer Science+Business Med
描述Foreword Looking back the past 30 years. we have seen steady progress made in the area of speech science and technology. I still remember the excitement in the late seventies when Texas Instruments came up with a toy named "Speak-and-Spell" which was based on a VLSI chip containing the state-of-the-art linear prediction synthesizer. This caused a speech technology fever among the electronics industry. Particularly. applications of automatic speech recognition were rigorously attempt­ ed by many companies. some of which were start-ups founded just for this purpose. Unfortunately. it did not take long before they realized that automatic speech rec­ ognition technology was not mature enough to satisfy the need of customers. The fever gradually faded away. In the meantime. constant efforts have been made by many researchers and engi­ neers to improve the automatic speech recognition technology. Hardware capabilities have advanced impressively since that time. In the past few years. we have been witnessing and experiencing the advent of the "Information Revolution." What might be called the second surge of interest to com­ mercialize speech technology as a natural interface for man-mach
出版日期Book 1996
关键词communication; human factors; production; speech processing; speech recognition
版次1
doihttps://doi.org/10.1007/978-1-4613-1297-0
isbn_softcover978-1-4612-8555-7
isbn_ebook978-1-4613-1297-0Series ISSN 0893-3405
issn_series 0893-3405
copyrightSpringer Science+Business Media New York 1996
The information of publication is updating

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0893-3405 e excitement in the late seventies when Texas Instruments came up with a toy named "Speak-and-Spell" which was based on a VLSI chip containing the state-of-the-art linear prediction synthesizer. This caused a speech technology fever among the electronics industry. Particularly. applications of autom
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Nature and Perception of Speech Soundswe also emphasize the influence of noise on speech production and perception. By introducing basic characteristics of speech sounds and how they are produced and perceived, we intend to provide the essential knowledge needed to understand the following chapters.
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Towards Robust Speech Analysis especially successful in noise conditions, are detailed. Together with their description, their application to ASR is also summarized. Finally, the field of robust spectral estimation and ARMA modeling is outlined.
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On the Use of a Robust Speech Representationion techniques, and modeling in the autocorrelation domain for robust ASR. We conclude the chapter by summarizing the work done on cepstral liftering and robust distance and similarity measures which have to be tightly integrated with the feature extraction module to yield a robust speech representation.
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Spontaneous Speechtion of possible interfaces between ASR and natural language processing together with a section on language modeling. We conclude this chapter by presenting current trends in robust parsing and interpretation of speech.
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On the use of Knowledge in ASResenting several hybrid approaches for ASR, we focus on models developed for the cooperation between knowledge sources. Then, we present deductive and abductive reasoning techniques currently used in knowledge-based approaches. We conclude this chapter by presenting an illustration of the application of hypothetical reasoning to ASR.
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