`
` Attorney Docket No.: 50095-0095IP1
`
`Burnett et al.
`In re Patent of:
`8,019,091
`U.S. Patent No.:
`Sep. 13, 2011
`Issue Date:
`Appl. Serial No.: 10/667,207
`Filing Date:
`Sep. 18, 2003
`Title:
`VOICE ACTIVITY DETECTOR (VAD)-BASED
`MULTIPLE-MICROPHONE ACOUSTIC NOISE
`SUPPRESSION
`
`DECLARATION OF JUNE ANN MUNFORD
`
`APPLE ET AL. 1032
`
`1
`
`
`
`1. My name is June Ann Munford. I am over the age of 18, have personal
`
`knowledge of the facts set forth herein, and am competent to testify to the
`
`same.
`
`2. I earned a Master of Library and Information Science (MLIS) from the
`
`University of Wisconsin-Milwaukee in 2009. I have over ten years of
`
`experience in the library/information science field. Beginning in 2004, I
`
`have served in various positions in the public library sector including
`
`Assistant Librarian, Youth Services Librarian and Library Director. I have
`
`attached my Curriculum Vitae as Appendix CV.
`
`3. During my career in the library profession, I have been responsible for
`
`materials acquisition for multiple libraries. In that position, I have cataloged,
`
`purchased and processed incoming library works. That includes purchasing
`
`materials directly from vendors, recording publishing data from the material
`
`in question, creating detailed material records for library catalogs and
`
`physically preparing that material for circulation. In addition to my
`
`experience in acquisitions, I was also responsible for analyzing large
`
`collections of library materials, tailoring library records for optimal catalog
`
`2
`
`
`
`search performance and creating lending agreements between libraries
`
`during my time as a Library Director.
`
`4. I am fully familiar with the catalog record creation process in the library
`
`sector. In preparing a material for public availability, a library catalog record
`
`describing that material would be created. These records are typically
`
`written in Machine Readable Catalog (herein referred to as “MARC”) code
`
`and contain information such as a physical description of the material,
`
`metadata from the material’s publisher, and date of library acquisition. In
`
`particular, the 008 field of the MARC record is reserved for denoting the
`
`date of creation of the library record itself. As this typically occurs during
`
`the process of preparing materials for public access, it is my experience that
`
`an item’s MARC record indicates the date of an item’s public availability.
`
`5. Typically, in creating a MARC record, a librarian would gather various bits
`
`of metadata such as book title, publisher and subject headings among others
`
`and assign each value to a relevant numerical field. For example, a book’s
`
`physical description is tracked in field 300 while title/attribution is tracked in
`
`field 245. The 008 field of the MARC record is reserved for denoting the
`
`creation of the library record itself. As this is the only date reflecting the
`
`inclusion of said materials within the library’s collection, it is my experience
`
`3
`
`
`
`that an item’s 008 field accurately indicates the date of an item’s public
`
`availability.
`
`6. I have reviewed Exhibit1006, “Multi-Channel Signal Separation” by Ehud
`
`Weinstein, Meir Feder and Alan V. Oppenheim as published in IEEE
`
`Transactions on Speech and Audio Processing, October 1993.
`
`7. Attached hereto as Appendix WEINSTEIN01 is a true and correct copy of
`
`the MARC record for IEEE Transactions on Speech and Audio Processing
`
`as held by the Carnegie Library of Pittsburgh. I secured this record myself
`
`from the library’s public catalog. The MARC record contained within
`
`Appendix WEINSTEIN01 accurately describes the title, author, publisher,
`
`and ISSN number of IEEE Transactions on Speech and Audio Processing.
`
`The ‘Lib Has’ field of this record visible on page 2 indicates this collection
`
`includes the October 1993 edition of IEEE Transactions on Speech and
`
`Audio Processing containing “Multi-Channel Signal Separation”.
`
`8. Attached hereto as Appendix WEINSTEIN02 is a true and correct copy of
`
`“Multi-Channel Signal Separation” as published in IEEE Transactions on
`
`Speech and Audio Processing. I secured these scans from the Carnegie
`
`Library of Pittsburgh’s collection. In comparing Exhibit 1006 to Appendix
`
`4
`
`
`
`WEINSTEIN02, it is my determination that Exhibit 1006 is a true and
`
`correct copy of “Multi-Channel Signal Separation” by Ehud Weinstein, Meir
`
`Feder and Alan V. Oppenheim as published in IEEE Transactions on Speech
`
`and Audio Processing October 1993.
`
`9. The 008 field of the MARC record in Appendix WEINSTEIN01 indicates
`
`the date of record creation. The 008 field of Appendix WEINSTEIN01
`
`indicates the Carnegie Library of Pittsburgh first subscribed to this journal as
`
`of June 30, 1992 and held the journal in perpetuity until 2005. Considering
`
`this information, it is my determination that IEEE Transactions on Speech
`
`and Audio Processing and therefore “Multi-Channel Signal Separation” was
`
`made available to the public shortly after its initial release in Fall 1993.
`
`10. I have reviewed Exhibit 1007, a thesis entitled The physiological basis of
`
`glottal electromagnetic micropower sensors (GEMS) and their use in
`
`defining an excitation function for the human vocal tract by Gregory Clell
`
`Burnett as submitted to the University of California Davis.
`
`11. Attached hereto as Appendix BURNETT01 is a true and correct copy of the
`
`MARC record for The physiological basis of glottal electromagnetic
`
`micropower sensors (GEMS) and their use in defining an excitation function
`
`5
`
`
`
`for the human vocal tract as held by the University of California Davis
`
`library. I secured this record myself from the library’s public catalog. The
`
`MARC record contained within Appendix BURNETT01 accurately
`
`describes the title, author and thesis submission data of The physiological
`
`basis of glottal electromagnetic micropower sensors (GEMS) and their use
`
`in defining an excitation function for the human vocal tract. In comparing
`
`Exhibit 1007 to Appendix BURNETT01, it is my determination that Exhibit
`
`1007 is a true and correct copy of The physiological basis of glottal
`
`electromagnetic micropower sensors (GEMS) and their use in defining an
`
`excitation function for the human vocal tract by Gregory Clell Burnett.
`
`12. The 008 field of the MARC record in Appendix BURNETT01 indicates the
`
`date of record creation. The 008 field of Appendix BURNETT01 indicates
`
`the University of California Davis library first acquired this thesis as of May
`
`17, 2000. Considering this information, it is my determination that The
`
`physiological basis of glottal electromagnetic micropower sensors (GEMS)
`
`and their use in defining an excitation function for the human vocal tract
`
`was made available to the public shortly after its initial acquisition in May
`
`2000.
`
`6
`
`
`
`13. I have reviewed Exhibit 1012, “A New Metric for Selecting Sub-Band
`
`Processing in Adaptive Speech Enhancement Systems” by Amir Hussain,
`
`Douglas R. Campbell and Thomas J. Moir as published in the proceedings of
`
`Eurospeech 97.
`
`14. Attached hereto as Appendix HUSSAIN01 is a true and correct copy of the
`
`MARC record for Eurospeech 97 as held by the Ohio State University
`
`library. I secured this record myself from the library’s public catalog. The
`
`MARC record contained within Appendix HUSSAIN01 accurately describes
`
`the title, author, publisher, and ISBN number of Eurospeech 97.
`
`15. Attached hereto as Appendix HUSSAIN02 is a true and correct copy of “A
`
`New Metric for Selecting Sub-Band Processing in Adaptive Speech
`
`Enhancement Systems” as published in Eurospeech 97. I secured these scans
`
`from the Ohio State University’s collection. In comparing Exhibit 1012 to
`
`Appendix HUSSAIN02, it is my determination that Exhibit 1012 is a true
`
`and correct copy of “A New Metric for Selecting Sub-Band Processing in
`
`Adaptive Speech Enhancement Systems” by Amir Hussain, Douglas R.
`
`Campbell and Thomas J. Moir as published in the proceedings of
`
`Eurospeech 97.
`
`7
`
`
`
`16. The 008 field of the MARC record in Appendix HUSSAIN01 indicates the
`
`date of record creation. The 008 field of Appendix HUSSAIN01 indicates
`
`the Ohio State University library first acquired these proceedings as of June
`
`30, 2000. Considering this information, it is my determination that
`
`Eurospeech 97 and therefore “A New Metric for Selecting Sub-Band
`
`Processing in Adaptive Speech Enhancement Systems” was made available
`
`to the public shortly after its initial acquisition in June 30, 2000 and likely
`
`earlier than this date to the paper’s presentation at the Eurospeech 97
`
`conference.
`
`17. I have been retained on behalf of the Petitioner to provide assistance in the
`
`above-illustrated matter in establishing the authenticity and public
`
`availability of the documents discussed in this declaration. I am being
`
`compensated for my services in this matter at the rate of $100.00 per hour
`
`plus reasonable expenses. My statements are objective, and my
`
`compensation does not depend on the outcome of this matter.
`
`18. I declare under penalty of perjury that the foregoing is true and correct. I
`
`hereby declare that all statements made herein of my own knowledge are
`
`true and that all statements made on information and belief are believed to
`
`be true; and further that these statements were made the knowledge that
`
`8
`
`
`
`willful false statements and the like so made are punishable by fine or
`
`imprisonment, or both, under Section 1001 of Title 18 of the United States
`
`Code.
`
`Dated: 6/13/2022
`
`June Ann Munford
`
`9
`
`
`
`APPENDIX CV
`APPENDIX CV
`
`10
`
`
`
`J. Munford
`Curriculum Vitae
`
`Education
`
`University of Wisconsin-Milwaukee - MS, Library & Information Science, 2009
`Milwaukee, WI
`
`
`● Coursework included cataloging, metadata, data analysis, library systems,
`management strategies and collection development.
`● Specialized in library advocacy, cataloging and public administration.
`
`
`Grand Valley State University - BA, English Language & Literature, 2008
`Allendale, MI
`
` ●
`
` Coursework included linguistics, documentation and literary analysis.
`● Minor in political science with a focus in local-level economics and
`government.
`
`
`
`Professional Experience
`
`Researcher / Expert Witness, October 2017 – present
`Freelance ● Pittsburgh, Pennsylvania & Grand Rapids, Michigan
`
`
`● Material authentication and public accessibility determination.
`Declarations of authenticity and/or public accessibility provided upon
`research completion. Experienced with appeals and deposition process.
`
` ●
`
` Research provided on topics of public library operations, material
`publication history, digital database services and legacy web resources.
`
` ●
`
` Past clients include Alston & Bird, Arnold & Porter, Baker Botts, Fish &
`Richardson, Erise IP, Irell & Manella, O'Melveny & Myers, Perkins-Coie,
`Pillsbury Winthrop Shaw Pittman and Slayden Grubert Beard.
`
`Library Director, February 2013 - March 2015
`Dowagiac District Library ● Dowagiac, Michigan
`
`
`● Executive administrator of the Dowagiac District Library. Located in
`
`11
`
`
`
`Southwest Michigan, this library has a service area of 13,000, an annual
`operating budget of over $400,000 and total assets of approximately
`$1,300,000.
`
`● Developed careful budgeting guidelines to produce a 15% surplus during
`the 2013-2014 & 2014-2015 fiscal years while being audited.
`
`
`
` ●
`
` Using this budget surplus, oversaw significant library investments
`including the purchase of property for a future building site, demolition of
`existing buildings and building renovation projects on the current facility.
`
` Led the organization and digitization of the library's archival records.
`
` ●
`
` ●
`
` Served as the public representative for the library, developing business
`relationships with local school, museum and tribal government entities.
`
` ●
`
` Developed an objective-based analysis system for measuring library
`services - including a full collection analysis of the library's 50,000+
`circulating items and their records.
`
`November 2010 - January 2013
`Librarian & Branch Manager, Anchorage Public Library ● Anchorage, Alaska
`
`
`● Headed the 2013 Anchorage Reads community reading campaign
`including event planning, staging public performances and creating
`marketing materials for mass distribution.
`
` ●
`
` Co-led the social media department of the library's marketing team,
`drafting social media guidelines, creating original content and instituting
`long-term planning via content calendars.
`
` ●
`
` Developed business relationships with The Boys & Girls Club, Anchorage
`School District and the US Army to establish summer reading programs for
`children.
`
`
`June 2004 - September 2005, September 2006 - October 2013
`Library Assistant, Hart Area Public Library
`Hart, MI
`
`
`● Responsible for verifying imported MARC records and original MARC
`
`12
`
`
`
`
`
`cataloging for the local-level collection as well as the Michigan Electronic
`Library.
`
`● Handled OCLC Worldcat interlibrary loan requests & fulfillment via
`ongoing communication with lending libraries.
`
`
`
`Professional Involvement
`
`Alaska Library Association - Anchorage Chapter
`● Treasurer, 2012
`
`
`Library Of Michigan
`● Level VII Certification, 2008
`● Level II Certification, 2013
`
`
`Michigan Library Association Annual Conference 2014
`● New Directors Conference Panel Member
`
`
`Southwest Michigan Library Cooperative
`● Represented the Dowagiac District Library, 2013-2015
`
`
`
`Professional Development
`
`Library Of Michigan Beginning Workshop, May 2008
`Petoskey, MI
`● Received training in cataloging, local history, collection management,
`children’s literacy and reference service.
`
`
`Public Library Association Intensive Library Management Training, October 2011
`Nashville, TN
`● Attended a five-day workshop focused on strategic planning, staff
`management, statistical analysis, collections and cataloging theory.
`
`
`Alaska Library Association Annual Conference 2012 - Fairbanks, February 2012
`Fairbanks, AK
`● Attended seminars on EBSCO advanced search methods, budgeting,
`cataloging, database usage and marketing.
`
`13
`
`
`
`Depositions
`
`2019 ● Fish & Richardson
`
`IPR Petitions of 865 Patent, Apple v. Qualcomm (IPR2018-001281 /
`
`39521-00421IP & IPR2018-01282 / 39521-00421IP2)
`
`2019 ● Erise IP
`
`Implicit, LLC v. Netscout Systems, Inc (Civil Action No. 2:18-cv-53-JRG)
`
`2019 ● Perkins-Coie
`
`Adobe Inc. v. RAH Color Technologies LLC (Cases IPR2019-00627,
`
`IPR2019-00628, IPR2019-00629 and IPR2019-00646)
`
`2020 ● O’Melveny & Myers
`
`Maxell, Ltd. v. Apple Inc. (Case 5:19-cv-00036-RWS)
`
`2021 ● Pillsbury Winthrop Shaw Pittman LLP
`
`Intel v. SRC (Case IPR2020-1449)
`
`
`Limited Case History & Potential Conflicts
`
`Alston & Bird
`
`● Nokia (v. Neptune Subsea, Xtera)
`
`Arnold & Porter
`
`● Ivantis (v. Glaukos)
`
`Erise I.P.
`
`● Apple
`
`
`v. Future Link Systems (IPRs 6317804, 6622108, 6807505, and
`
`
`7917680)
`
`
`v. INVT
`
`
`v. Navblazer LLC (Case No. IPR2020-01253)
`
`14
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`
`v. Qualcomm (IPR2018-001281, 39521-00421IP, IPR2018-01282,
`39521-00421IP2)
`v. Quest Nettech Corp, Wynn Technologies (Case No. IPR2019-
`00XXX, RE. Patent Re38137)
`
`● Fanduel (v CGT)
`
`● Garmin (v. Phillips North America LLC, Case No. 2:19-cv-6301-AB-KS
`Central District of California)
`
`● Netscout
`
`v. Longhorn HD LLC)
`
`v. Implicit, LLC (Civil Action No. 2:18-cv-53-JRG)
` ● Sony Interactive Entertainment LLC
`v. Bot M8 LLC
`v. Infernal Technology LLC
`● Unified Patents (v GE Video Compression, Civil Action No. 2:19-cv-248)
`
`
`Fish & Richardson
`
`● Apple
`
`
`v. LBS Innovations
`
`
`v. Masimo (IPR 50095-0012IP1, 50095-0012IP2, 50095-0013IP1,
`
`
`50095-0013IP2, 50095-0006IP1)
`
`
`v. Neonode
`
`
`v. Qualcomm (IPR2018-001281, 39521-00421IP, IPR2018-01282,
`
`
`39521-00421IP2)
`
`
`
`
`● Dish Network
`
`v. Realtime Adaptive Streaming, Case No 1:17-CV-02097-RBJ)
`
`15
`
`
`
`v. TQ Delta LLC
`
` Huawei (IPR 76933211)
`
` Kianxis
`
`
`
` ●
`
` ●
`
` ●
`
` LG Electronics (v. Bell Northern Research LLC, Case No. 3:18-cv-2864-
`CAB-BLM)
`
` ●
`
` ●
`
` Samsung (v. Bell Northern Research, Civil Action No. 2:19-cv-00286-
`JRG)
`
` Texas Instruments
`
` ●
`
`
`Irell & Manella
`
`● Curium
`
`O’Melveny & Myers
`
`● Apple (v. Maxell, Case 5:19-cv-00036-RWS)
`
`Perkins-Coie
`
`● TCL Industries (v. Koninklijke Philips NV, PTAB Case Nos. IPR2021-
`
`00495, IPR2021-00496, and IPR2021-00497)
`
`Pillsbury Winthrop Shaw Pittman
`
`● Intel (v. FG SRC LLC, Case No. 6:20-cv-00315 W.D. Tex)
`
` Metaswitch
`
` MLC Intellectual Property (v. MicronTech, Case No. 3:14-cv-03657-SI)
`
` Realtek Semiconductor
`
` Quectel
`
` ●
`
` ●
`
` ●
`
`16
`
`
`
`APPENDIX BURNETT01
`APPENDIX BURNETTO1
`
`17
`
`
`
`screenshot-search.library.ucdavis.edu-2022.04.04-134644
`https://search.library.ucdavis.edu/discovery/sourceRecord?vid=01UCD_INST:UCD&docld=alma990005452750403126&recordOwner=01UCS_NETWORK
`04.04.2022
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`leader @1784ctm a2200373Ka 4500
`601
`9913685232906531
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`006 8 eng d
`m
`90251751999
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`100
`l#$aBurnett, Gregory Clell.
`245
`14$aThe physiological basis of glottal electromagnetic micropower sensors (GEMS) and their use in defining an excitation function for the human vocal tract / $cby Gregory Clell Burnett.
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`#iSatext Sbtxt f2rdacontent
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`956
`41$zFor electronic version search Digital dissertations database. Restricted to UC campuses. Access is free to UC campus dissertations. $uhttp://uclibs.org/PID/11984 $9LOCAL
`989992
`##daltg org th 2 $9LOCAL
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`
`18
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`18
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`screenshot-search.library.ucdavis.edu-2022.04.04-13_4520
`https://search.library.ucdavis.edu/discovery/fulldisplay?
`context=L&vid=01UCD_INST:UCD&search_scope=MyInstitution&tab=LibraryCatalog&docid=alma990005452750403126
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`DISSERTATION
`
`: The physiological basis of glottal electromagnetic micropower sensors (GEMS) and their use in defining an excitation
`functionfor the human vocal tract
`Burnett, Gregory Clell.
`1999
`
`e!| Check holdings Shields Library Microcopy Collection (LD781.D5j 1999 8864) and other locations
`& Available Online
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`
`Title
`The physiological basis of glottal electromagnetic micropower sensors (GEMS) and their use in defining an excitation function for the human vocal tract
`Creator
`Burnett, Gregory Clell,
`Dissertation
`Ph, D. University of California, Davis 1999
`Genre
`Academic theses. >
`Electronic texts.
`»
`Online resources, >
`Description
`Degree granted in Applied Science.
`Related titles
`Available in other form: Online version: Burnett, Gregory Clell. Physiological basis of glottal electromagnetic micropower sensors (GEMS) and their use in defining an
`excitation function for the humanvocal tract. 1999 >
`Creation Date
`1899
`Format
`251 leaves: illustrations
`Language
`English
`Source
`Library Catalog
`Descriptor
`Electronic texts
`Dissertations, Academic -- University of California, Davis -- Applied Science
`Identifier
`OCLC: (OCoLC)44072461
`990005452750403126
`Miscellaneous Local Note
`SPEC. COLL. HAS ARCHIVAL COPY; MICRO, ROOM HAS MICROFICHE COPY (3 SHEETS},
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`
`Gene
`expression in
`thebrains of
`leanand
`obese Zucker
`1999"
`
`ceeeunk in
`the brains of
`lean and
`obeseZucker
`1999
`
`21
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`21
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`LEADER O0000cam aZ200325Ta 4500
`061
`44512506
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`2021062 3043656.0
`008
`O0O630s1997
`fr
`O35
`»b54409676
`
`040 ATT) cATT|docL|dosu|dwaoLn |dutoreLw
`049
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`P95 /b.E88 Loo?
`O92
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`111 2 Eurospeech 97/d(1997 :|cRhodes, Greece)
`245 10 Eurospeech 97 :|b5th European Conference on Speech
`Communication and Technology : Rhodes, Greece, 22-25
`September, 1997
`ESCA : Sth European Conference on Speech Communication and
`Technology
`1 Grenoble, France :|bESCA,
`5 volumes ;|c30 cn
`text | btxt |2rdacentent
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`cover title
`0 Speech|vcongresses. |Ghttp://id. loc. gov/authorities/
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`Conference
`Tithe
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`Imprint
`
`Eurospeech 97 (1997: Rhodes. Greece}
`Eurospeech 97 : Sth European Conference on Speech Communication and Technology :
`Rhodes, Greece, 22-25 September, 1997
`Grenoble, France | ESCA, [1997]
`
`BB Book (Print)
`
`
`1,
`+f
`fig
`
`}
`o
`|4
`}
`!
`Book Depository
`PoS E88 1997 v5
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`
`Description
`
`Note
`OCLC/Control #
`
`Conference
`Subject
`
`Ada) Author
`Other Title
`
`5S valumes | 30 cm
`text
`unmediated
`volume
`Cover title
`44512506
`
`Eurospeech QF (1997; Rhodes, Greece)
`Speech — Congresses,
`Phonetics — Congresses,
`European Speech Communication Association,
`ESCA: Sth European Conference on Speech Communication and Technology
`
`THE OHIO STATE UNIVERSITY
`
`Tea ceamM sls
`
`24
`
`24
`
`
`
`APPENDIX HUSSAIN02
`APPENDIX HUSSAINO2
`
`25
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`25
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`
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`
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`
`
`
`
`EUROPEANSPEECHASSOCIATIONESCM)<i)COMMUNICATION
`
`wapeech97
`
`261 10 Rion - Patras - Greece
`
`5th EUROPEAN CONFERENCE ON SPEECH COMMUNICATION AND TECHNOLOGY
`
`PROCEEDINGS
`VOLUME 5
`
`Wig ORGANIZER:
`57 @ UNIVERSITY OF PATRAS
`yt WIRE COMMUNICATIONS LABORATORY
`Ul
`
`26
`
`
`
`
`
`27
`
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`
`28
`
`
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`¢
`
`OHIO ST”
`UNIVEF
`
`LIBRA: ac
`
`29
`
`
`
`EUROPEAN SPEECH COMMUNICATION ASSOCIATION (ESCA)<P>
`
`
`
`5th EUROPEAN CONFERENCE On SPEECH CommUNICATION AND TECHNOLOGY
`
`RHODES - GREECE
`
`22-25 September 1997
`
`UNDER THE AUSPICES OF
`
`THE MINISTRY OF CULTURE
`THE MINISTRY OF THE AEGEAN
`THE GENERAL SECRETARIAT OF SCIENCE AND RESEARCH
`
`PROCEEDINGS
`VOLUME 5
`
`ORGANIZER:
`UNIVERSITY OF PATRAS
`WIRE COMMUNICATIONS LABORATORY
`261 10 Rion - Patras - Greece
`
`30
`
`30
`
`
`
`Eurospeech ’97
`5“ European Conference on Speech Communication and Technology
`
`EUROPEAN SPEECH COMMUNICATION ASSOCIATION(ESCA)
`
`5 European Conference on Speech Communication and Technology:
`EUROSPEECH 97
`
`Title:
`Subtitle:
`Volumes:
`Editors:
`ISSN:
`
`Eurospecch 97 Proceedings
`ESCA 5" European Conference on Speech Communication and Technology
`1,0, 0, IV, ¥
`G. Kokkinakis, N. Fakotakis, E. Dermatas
`1018-4074
`
`one
`
`YT
`Vie
`
`Additional copies may be ordered from:
`
`ESCA- European Speech Communication Association
`ICP, Universite Stendhal,
`BP 25X, 38040 GRENOBLE Cedex 9, FRANCE
`
`Tel: (433).4.76.82.43.36
`Fax: (+33).4.76.82.43.35
`
`Cover Design: Artemis Kokkinaki-Papapetrou
`Edited at:
`WCL, University of Patras, Greece
`Printed by:
`TYPOFFSET,K. Manouri-Stanidi, Patras, Greece
`
`31
`
`31
`
`
`
`Eurospeech °97
`5“ European Conference on Speech Communication and Technology
`
`
`
`
`Th4D.1 On Using Fractal FeaturesaSounds in
`Automatic Speech Recognition...
`farsa tese
`sore 2S]
`Petros Maragos, *Alexandros Potamiancs
`ILSP & Georgia Tech, Greece & USA
`*AT&T Labs-Research, USA
`
`‘Th4D.2 Dynamic Constraint Weighting in the Context of
`
`Articulatory Parameter Estimation.........se:0se00 wedd5
`Hywel B. Richards, John S. Bridle, Melvyn J. Hunt,
`*John S.
`Mason
`Dragon Systems, UK
`*Univ. of Wales Swansea, UK
`
`Th4D.3 Estimation ofVocal Tract FrontrieResonance
`in Unvoiced Fricative Speech ...
`sae
`ase
`Minkyu Lee, Donald G. Childers
`Univ. of Florida, USA
`
`Th4D.4 A Software Tool to Study Portuguese Vowels
`Antonio Teixeira, Francisco Vaz, *Jose Carlos Principe
`INESC, Portugut
`*Univ. of Florida, USA cisssessssssssssevssvseessevesrvneseeennanenind543
`
`Th4D.5 Post-Synchronization Via Formant-to-Area
`Mapping ofAsynchronously Recordedod Speech Signals and
`Area Functions ...
`Semtpsusaseseniecineeresrsacesseernriine elE
`Jean Schoentgen, SorinCiocea
`Univ. Libre de Bruxelles, Belgium
`
`Th4D.6 Geometrically and Acoustically Optimized
`Codebook for Unique— from Formants to Vocal-
`Tract Shape.....
`aseagenterereseuestanteosration
`2551
`Zhenli L. Yu, PC.‘Ching©
`The Chinese Univ. ofHong Kong, Hong Kong
`
`
`
`ThAA.1 Noisy Speech Enhancement by Fusion of Auditory
`and Visual Information: A Study of Vowel
`Transitions...
`Laurent Girin,GyPeng,“Jeanuu.Schrweatts:
`Univ. ofStendhal, France
`
`esuntasentansane DOOD
`
`ThAA.2 Spectral Subtraction Using a necrtikealy
`Decimated Discrete Wavelet Transform...
`vesnene 299
`Andreas Engelberg, Thomas Gulzow
`Univ. ofKiel, Germany
`
`ThAA.3 Bayesian Affine Trasformation of HMM
`Parameters for Instantaneous and Supervised fone
`in Telephone Speech Recognition ...
`ee
`+0 2563
`Jen-Tzung Chien, Hsiao-Chuan Wang,*Chin-HuiLee
`National Tsing Hua Univ., ROChina
`"Bell Labs, USA
`
`ThAA.4 Integrated Bias Removal meeefor Robust
`Speech Recognition ....
`tesers
`messrereres
`+ 2567
`Craig Lawrence, MazinRahim
`Univ, ofMaryland, USA
`
`xliv
`
`32
`
`ThAA.5 Acoustic Front Ends for Speaker-Independent
`Digit Recognition in Car Environments ...........000002571
`Detlev Langmann, AlexanderFischer, Friedhelm Wuppermann,
`Reinhold Hacb-Umbach, Thomas Eiscle
`Philips GmbH, Germany
`
`ThAA.6 Signal Bias Removal Using the Multi-Path
`Stochastic Equalization Technique ........ssssssseesssseeesseee2575
`Lionel Delphin-Poulat, Chafic Mokbel
`France Telecom, France
`
`ThAA.7Subband Echo Cancellation in Automaticnies
`Dialog Systems...
`essen
`aesareraies
`+2579
`Andrej Miksic, BogomirHorvat
`Univ. ofMaribor, Slovenia
`
`ThAA.8 Speech Enhancencement Via Energy Separation
`HeshamTolba, Douglasae
`Univ. du Quebec, Canada ............-.
`ateeeaaeisegseavarseusasensBOR
`
`ThAA.9 A Method of Signal Extraction from Noisy Signal
`Masashi Unoki, Masato Akagi...
`oeS87
`Jupun Advanced Institute ofScienceandTechnology,opus
`ThAA,10 Multi-Channel Noise Reductiontue Wavelet
` taeeee
`Filter Bank...
`Sa
`Jiri Sika, Vratis| lav
`avidek
`Czech Technicul Univ., Czech Republic
`
`ThAA.11 Speech Signal Detection in Noisy Environment
`
`Using a Local Entropic Criterion...........
`ausaneransseeDIOS
`Imad Abdallah, Silvio Montresor, Marc Baudry
`Laboratoire d'Informatique de t'Univ. du Muine, France
`
`ThAA.12 A New Algorithm for Robust Speech Recognition:
`The Delta Vector Taylor Series Approach
`Pedro J. Moreno, Brian Eberman
`Digital Equipment Corp, USA ssssseressserseressserseenecsesevessae 2599
`
`ThAA.13 Robust Enhancement of Reverberant Speech
`
`Using Iterative Noise Removal ...........::cccceccseesesseeessseons2603
`David Cole, Miles Moody, Sridha Sridharan,
`Queensland Univ, ofTechnology, Australia
`
`ThAA.14 A Network Speech Echo Canceller with Comfort
`Noise...
`2607
`David J.“Jones,‘Scout|D.‘Watson,‘KennethG.—‘Say
`M.G. Cheetham, "Robert A. Reeves
`Univ. ofLiverpool, UK
`*BT Laboratories, UK
`
`ThAA.15 A Metric for Selecting Sub-Band Processing in
`Adaptive Speech Enhancement Systems.................-.--.-2011
`Amir Hussain, Douglas R. Campbell, Thomas J. Moir
`Univ, ofPuisley, UK
`
`ThAA.16 Estimation of LPC Cepstrum Vector of Speech
`Contaminated by Additive Noise and itstsApplicaticn to
`Speech Enhancement...
`seevisar
`Sarniaaes
`Hidefumi Kobatake, Hideta:Sumki
`Tokyo Univ. ofAgriculture & Technology, Japun
`ThAA.17 Multi-Band and Seepepeto
`Robust Speech Recognition ...
`cssantracerLoh
`Sangita Tibrewala, Hynek Hermenaky.
`
`Oregon Graduate Institute ofScience und Technology, USA
`
`32
`
`
`
`—=
`
`
`
`A NEW METRIC FOR SELECTING SUB-BAND PROCESSING IN
`ADAPTIVE SPEECH ENHANCEMENT SYSTEMS
`
`Amir Hussain, Douglas R. Campbell and Thomas J. Moir
`Departmentof Electronic Engineering and Physics,
`Universily of Paisley, High St., Paisley PA] 2BE, Scotland U.K.
`Corresponding author's email: huss_ce0@paisley.ac.uk
`
`ABSTRACT
`
`A multi-mnicrophone adaptive speech enhancement system
`employing diverse sub-band processing is presented. A new
`robust metric is developed, which is capable of real-time
`implementation, in order to automatically select the best form
`of processing within each sub-band.
`It
`is based on an
`adaptively
`estimated
`inter-channel Magnitude
`Squared
`Coherence (MSC) relationship, which is used to detect the
`level of correlation between in-band signals from multiple
`sensors during noise-alone periods in intermittent speech.
`This paper reports recent results of comparative experiments
`with simulated anechoic data extended to include simulated
`reverberant data. The results demonstrate that the method is
`capable of significantly outperforming conventional noise
`cancellation schemes.
`
`1. INTRODUCTION
`
`Background noise contaminationof speech signals reducesthe
`Signal
`to Noise Ratio (SNR) of hands-free telephones,
`portable phones, and security screens. Speech recognition
`systems in particular, are known to experience problems due
`to levels of background noise that are in fact, considered quite
`acceptable to humanlisteners [7].
`In addition to the noise
`level,
`the presence of multiple noise sources,
`reverberant
`environments, moving noise sources and statistically non-
`stationary
`noise
`sources
`considerably
`complicates
`the
`situation.
`
`speech enhancement methods based on full-band
`Classical
`multi-microphone noise cancellation implementations which
`attempt to model acoustic path transfer functions can produce
`excellent
`results in anechoic environments with localized
`sound radiators [6], however performance deteriorates in
`reverberant environments, Multi-band processing has been
`found to be important in combating reverberation effects [10]
`{11}. Adaption is necessary to compensate for changing noise
`fields (2]
`[10] due to for example, non-Gaussian sources,
`source/sensor motion, or time-varying acoustic paths. Multi-
`sensor methods are necessary lo compe