Speech Separation by Humans and Machines / Edition 1

Speech Separation by Humans and Machines / Edition 1

by Pierre Divenyi
ISBN-10:
1441954600
ISBN-13:
9781441954602
Pub. Date:
11/04/2010
Publisher:
Springer US
Select a Purchase Option (Softcover reprint of hardcover 1st ed. 2004)
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Overview

Speech Separation by Humans and Machines / Edition 1

This book is appropriate for 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 telephones, sound recording, multimedia indexing and retrieval.

Product Details

ISBN-13: 9781441954602
Publisher: Springer US
Publication date: 11/04/2010
Edition description: Softcover reprint of hardcover 1st ed. 2004
Pages: 319
Product dimensions: 6.10(w) x 9.25(h) x 0.24(d)

Table of Contents

Speech Segregation: Problems and Perspectives.- Auditory Scene Analysis.- Speech separation.- Recurrent Timing Nets for F0-based Speaker Separation.- Blind Source Separation Using Graphical Models.- Speech Recognizer Based Maximum Likelihood Beamforming.- Exploiting Redundancy to Construct Listening Systems.- Automatic Speech Processing by Inference in Generative Models.- Signal Separation Motivated by Human Auditory Perception: Applications to Automatic Speech Recognition.- Speech Segregation Using an Event-synchronous Auditory Image and STRAIGHT.- Underlying Principles of a High-quality Speech Manipulation System STRAIGHT and Its Application to Speech Segregation.- On Ideal Binary Mask As the Computational Goal of Auditory Scene Analysis.- The History and Future of CASA.- Techniques for Robust Speech Recognition in Noisy and Reverberant Conditions.- Source Separation, Localization, and Comprehension in Humans, Machines, and Human-machine Systems.- The Cancellation Principle in Acoustic Scene Analysis.- Informational and Energetic Masking Effects in Multitalker Speech Perception.- Masking the Feature Information In Multi-stream Speech-analogue Displays.- Interplay Between Visual and Audio Scene Analysis.- Evaluating Speech Separation Systems.- Making Sense of Everyday Speech: a Glimpsing Account.

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