Audio Source Separation and Speech Enhancement. (Record no. 3975)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 07277nam a22004573i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC5477419 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240724113304.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2018 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781119279914 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781119279891 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC5477419 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL5477419 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1033578988 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TK7882.S65 .A935 2018 |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.454 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Vincent, Emmanuel. |
| 245 10 - TITLE STATEMENT | |
| Title | Audio Source Separation and Speech Enhancement. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Newark : |
| Name of producer, publisher, distributor, manufacturer | John Wiley & Sons, Incorporated, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2018. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (593 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Intro -- Table of Contents -- List of Authors -- Preface -- Acknowledgment -- Notations -- Acronyms -- About the Companion Website -- Part I: Prerequisites -- Chapter 1: Introduction -- 1.1 Why are Source Separation and Speech Enhancement Needed? -- 1.2 What are the Goals of Source Separation and Speech Enhancement? -- 1.3 How can Source Separation and Speech Enhancement be Addressed? -- 1.4 Outline -- Bibliography -- Chapter 2: Time‐Frequency Processing: Spectral Properties -- 2.1 Time‐Frequency Analysis and Synthesis -- 2.2 Source Properties in the Time‐Frequency Domain -- 2.3 Filtering in the Time‐Frequency Domain -- 2.4 Summary -- Bibliography -- Chapter 3: Acoustics: Spatial Properties -- 3.1 Formalization of the Mixing Process -- 3.2 Microphone Recordings -- 3.3 Artificial Mixtures -- 3.4 Impulse Response Models -- 3.5 Summary -- Bibliography -- Chapter 4: Multichannel Source Activity Detection, Localization, and Tracking -- 4.1 Basic Notions in Multichannel Spatial Audio -- 4.2 Multi‐Microphone Source Activity Detection -- 4.3 Source Localization -- 4.4 Summary -- Bibliography -- Part II: Single‐Channel Separation and Enhancement -- Chapter 5: Spectral Masking and Filtering -- 5.1 Time‐Frequency Masking -- 5.2 Mask Estimation Given the Signal Statistics -- 5.3 Perceptual Improvements -- 5.4 Summary -- Bibliography -- Chapter 6: Single‐Channel Speech Presence Probability Estimation and Noise Tracking -- 6.1 Speech Presence Probability and its Estimation -- 6.2 Noise Power Spectrum Tracking -- 6.3 Evaluation Measures -- 6.4 Summary -- Bibliography -- Chapter 7: Single‐Channel Classification and Clustering Approaches -- 7.1 Source Separation by Computational Auditory Scene Analysis -- 7.2 Source Separation by Factorial HMMs -- 7.3 Separation Based Training -- 7.4 Summary -- Bibliography -- Chapter 8: Nonnegative Matrix Factorization. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 8.1 NMF and Source Separation -- 8.2 NMF Theory and Algorithms -- 8.3 NMF Dictionary Learning Methods -- 8.4 Advanced NMF Models -- 8.5 Summary -- Bibliography -- Chapter 9: Temporal Extensions of Nonnegative Matrix Factorization -- 9.1 Convolutive NMF -- 9.2 Overview of Dynamical Models -- 9.3 Smooth NMF -- 9.4 Nonnegative State‐Space Models -- 9.5 Discrete Dynamical Models -- 9.6 The Use of Dynamic Models in Source Separation -- 9.7 Which Model to Use? -- 9.8 Summary -- 9.9 Standard Distributions -- Bibliography -- Part III: Multichannel Separation and Enhancement -- Chapter 10: Spatial Filtering -- 10.1 Fundamentals of Array Processing -- 10.2 Array Topologies -- 10.3 Data‐Independent Beamforming -- 10.4 Data‐Dependent Spatial Filters: Design Criteria -- 10.5 Generalized Sidelobe Canceler Implementation -- 10.6 Postfilters -- 10.7 Summary -- Bibliography -- Chapter 11: Multichannel Parameter Estimation -- 11.1 Multichannel Speech Presence Probability Estimators -- 11.2 Covariance Matrix Estimators Exploiting SPP -- 11.3 Methods for Weakly Guided and Strongly Guided RTF Estimation -- 11.4 Summary -- Bibliography -- Chapter 12: Multichannel Clustering and Classification Approaches -- 12.1 Two‐Channel Clustering -- 12.2 Multichannel Clustering -- 12.3 Multichannel Classification -- 12.4 Spatial Filtering Based on Masks -- 12.5 Summary -- Bibliography -- Chapter 13: Independent Component and Vector Analysis -- 13.1 Convolutive Mixtures and their Time‐Frequency Representations -- 13.2 Frequency‐Domain Independent Component Analysis -- 13.3 Independent Vector Analysis -- 13.4 Example -- 13.5 Summary -- Bibliography -- Chapter 14: Gaussian Model Based Multichannel Separation -- 14.1 Gaussian Modeling -- 14.2 Library of Spectral and Spatial Models -- 14.3 Parameter Estimation Criteria and Algorithms -- 14.4 Detailed Presentation of Some Methods. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 14.5 Summary -- Acknowledgment -- Bibliography -- Chapter 15: Dereverberation -- 15.1 Introduction to Dereverberation -- 15.2 Reverberation Cancellation Approaches -- 15.3 Reverberation Suppression Approaches -- 15.4 Direct Estimation -- 15.5 Evaluation of Dereverberation -- 15.6 Summary -- Bibliography -- Part IV: Application Scenarios and Perspectives -- Chapter 16: Applying Source Separation to Music -- 16.1 Challenges and Opportunities -- 16.2 Nonnegative Matrix Factorization in the Case of Music -- 16.3 Taking Advantage of the Harmonic Structure of Music -- 16.4 Nonparametric Local Models: Taking Advantage of Redundancies in Music -- 16.5 Taking Advantage of Multiple Instances -- 16.6 Interactive Source Separation -- 16.7 Crowd‐Based Evaluation -- 16.8 Some Examples of Applications -- 16.9 Summary -- Bibliography -- Chapter 17: Application of Source Separation to Robust Speech Analysis and Recognition -- 17.1 Challenges and Opportunities -- 17.2 Applications -- 17.3 Robust Speech Analysis and Recognition -- 17.4 Integration of Front‐End and Back‐End -- 17.5 Use of Multimodal Information with Source Separation -- 17.6 Summary -- Bibliography -- Chapter 18: Binaural Speech Processing with Application to Hearing Devices -- 18.1 Introduction to Binaural Processing -- 18.2 Binaural Hearing -- 18.3 Binaural Noise Reduction Paradigms -- 18.4 The Binaural Noise Reduction Problem -- 18.5 Extensions for Diffuse Noise -- 18.6 Extensions for Interfering Sources -- 18.7 Summary -- Bibliography -- Chapter 19: Perspectives -- 19.1 Advancing Deep Learning -- 19.2 Exploiting Phase Relationships -- 19.3 Advancing Multichannel Processing -- 19.4 Addressing Multiple‐Device Scenarios -- 19.5 Towards Widespread Commercial Use -- Acknowledgment -- Bibliography -- Index -- End User License Agreement. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Automatic speech recognition. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Virtanen, Tuomas. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gannot, Sharon. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Vincent, Emmanuel |
| Title | Audio Source Separation and Speech Enhancement |
| Place, publisher, and date of publication | Newark : John Wiley & Sons, Incorporated,c2018 |
| International Standard Book Number | 9781119279891 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5477419">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5477419</a> |
| Public note | Click to View |
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