Speech separation by humans and machines

• 其他作者: Divenyi, Pierre,
• 出版: Norwell, Mass. : Kluwer Academic Publishers ©2005.
• 稽核項: 1 online resource (xxiv, 319 pages) :illustrations.
• 標題: Physiological Psychology. , PSYCHOLOGY , Speech Perception , Automatic speech recognition. , Spraakherkenning. , Congressen (vorm) , PSYCHOLOGY Physiological Psychology. , Perception de la parole. , Electronic books. , Speech perception. , Ingénierie. , Reconnaissance automatique de la parole.
• ISBN: 0387227946 , 9780387227948
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• 附註: Includes bibliographical references and index. Speech segregation : problems and perspectives / Chris Darwin -- Auditory scene analysis : examining the role of nonlinguistic auditory processing in speech perception / Elyse S. Sussman -- Speech separation : further insights from recordings of event-related brain potentials in humans / Claude Alain -- Recurrent timing nets for F0-based speaker separation / Peter Cariani -- Blind source separation using graphical models / Te-Won Lee -- Speech recognizer based maximum likelihood beamforming / Bhiksha Raj, Michael Seltzer, and Manuel Jesus Reyes-gomez -- Exploiting redundancy to construct listening systems / Paris Smaragdis -- Automatic speech processing by inference in generative models / Sam T. Rowels -- Signal separation motivated by human auditory perception : applications to automatic speech recognition / Richard M. Stern -- Speech segregation using an event-synchronous auditory image and STRAIGHT / Toshio Irino, Roy D. Patterson, and Hideki Kawakhara -- Underlying principles of a high-quality speech maipulation system STRAIGHT and its application to speech segregation / Hideki Kawahara and Toshio Irino -- On ideal binary mask as the computational goal of auditory scene analysis / Deliang Wang -- The history and future of CASA / Malcolm Slaney -- Techniques of robust speech recognition in noisy and reverberant conditions / Guy J. Brown and Kalle J. Palomäki -- Source separation, localization, and comprehension in humans, machines, and human-machine systems / Nat Durlach -- The cancellation principle in acoustic scene analysis / Alain De Cheveigné -- Informational and energetic masking effects in multitalker speech perception / Douglas S. Brungart -- Masking the feature information in multi-stream speech-analogue displays / Pierre L. Divenyi -- Interplay between visual and audio scene analysis / Ziyou Xiong and Thomas S. Huang -- Evaluating speech separation systems / Daniel P.W. Ellis -- Making sense of everyday speech : a glimpsing account / Martin Cooke
• 摘要: The "cocktail-party effect" - the ability to focus on one voice in a sea of noises - is a highly sophisticated skill that is usually effortless to listeners but largely impossible for machines. Investigating and unraveling this capacity spans numerous fields including psychology, physiology, engineering, and computer science. All these perspectives are brought together in this volume which, for the first time, provides a comprehensive and authoritative discussion of our understanding of how humans separate speech, and the state of the art in approaching these abilities with machines. This material is drawn from an October 2003 workshop, sponsored by the National Science Foundation, on speech separation. Leading authorities from around the world were invited to present their perspectives and discuss the points of contact to other perspectives. The result is a clear and uniform overview of this problem, and a primer in what is emerging as an important, active and successful area for the development of new techniques and applications. Chapters include historical and current summaries of relevant research in behavioral science, neuroscience and engineering, along with more in-depth descriptions of several of the most exciting current research projects and techniques, including the latest experimental results illuminating how listeners organize the mixtures of sound they hear, and the most powerful and successful signal processing and machine learning techniques for the separation of real-world recordings of sound mixtures by one or more microphones. There is no comparable collection that seeks to bring together the underlying experimental science and the wide variety of technical approaches to give an integrated picture of the problem and solutions to speech separation. Those specializing in speech science, hearing science, neuroscience, or computer science and engineers working on applications such as automatic speech recognition, cochlear implants, hands-free telep
• 電子資源: https://dbs.tnua.edu.tw/login?url=https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=128254
• 系統號: 005315395
• 資料類型: 電子書
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• 引用網址: 複製連結
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