from%mass%digitization%to%description:% … · 2018-06-05 · november&10,&2016....
TRANSCRIPT
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From Mass Digitization to Description: Indiana University’s Strategy to Overcome the Next Great Challenge
Chris Lacinak, AVPreserveJon Dunn, Indiana University
AMIA Conference - PittsburghNovember 10, 2016
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INDIANA UNIVERSITY
MDPI: Media Digitization and Preservation Initiative• Goal: “To digitize, preserve and make universally available by IU’s Bicentennial—subject to copyright or other legal restrictions—all of the time-based media objects on all campuses of IU judged important by experts.“
• 280,000+ audio and video items
• ~7PB over 4 years
• 9TB per day peak
• 80 different units
• 20+ different physical formats
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INDIANA UNIVERSITY
Public-Private Partnership for Digitization
Memnon Archiving Services, A Sony Company
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INDIANA UNIVERSITY
Digitization and Preservation: The Phases
4
Pre-Digitization
DigitizationDiscovery and Access
InventoryCatalog
PrioritizeBatch & Queue IU Operation
à
àMassive parallel digitization
Digitization of selected unique and highly vulnerable formats
Quality control
Memnon MetadataRights Issues
Technical aspects
àMetadata
Technical infrastructureOngoing monitoring and
migration
Digital Preservation and Storage
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INDIANA UNIVERSITY
Progress to Date
mdpi.iu.edu
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INDIANA UNIVERSITY
Many Types of Units… Some Examples:
Libraries• Herman B Wells Library• Cook Music Library• Lilly LibraryArchives• Archives of African American
Music and Culture• Archives of Traditional Music• Black Film Center/Archive• IUL Moving Image Archive• University ArchivesMuseums• Sage Costume Collection• Mathers Museum
Production Units• Radio and Television Services• Media Design and ProductionPerforming Groups• African American Arts Institute• Department of BandsAcademic Units• School of Journalism• Department of Folklore and
Ethnomusicology• Jacobs School of MusicResearch Centers and Institutes• Kinsey Institute• Russian and East European Institute
Athletics!
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INDIANA UNIVERSITY
Rights• Goal: “make universally available”
• Many rights situations:
• Copyright held by IU
• Copyright held by others
• Copyright held by others with license or deed of gift to IU
• Public domain
• Copyrighted orphaned work
• Copyright status and ownership unknown
• Also, ethical and cultural considerations
• Decision trees being developed to guide rights and access determinations
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INDIANA UNIVERSITY
Existing metadata sources: IUCAT
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INDIANA UNIVERSITY
Existing metadata sources: POD
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INDIANA UNIVERSITY
Access: Avalon Media System
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INDIANA UNIVERSITY
Digital Preservation: HydraDAM2
Media Files and Metadata
Digital Preservation Repository(HydraDAM2)
Access Repository(Avalon)
Masters, Mezzanines
Transcodes
Out-of-RegionStorage
SDA
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INDIANA UNIVERSITY
Bit Storage: Scholarly Data Archive
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Collection and Metadata Examples
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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INDIANA UNIVERSITY
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Hours280k
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MediaContent
Description
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Core Principles
• Technological Heroism• Human Assisted Computing• People First• Phased and Iterative• Service Oriented Architecture
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Methodology
+
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Applied permissionApplied perm noteCollection*Date created*Default permissions*Department/UnitDurationFull textGeographic IdentifiersLinks & relationships*MDPI barcodeMusic/Speech*Names
NotesParts/componentsPhysical description*Publication statusRelationship*Rights holder*Rights status*Role (for names)Sound/silentSourceSubjectsTarget audience*TitleType of ResourceType of titleYear of renewal
Date otherEventGeographic otherKeywordsLanguagePublisherBeats per minuteColor infoColor/B&WEthnicityFrequency infoGenderGenreMusic present
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AV | images | text
Metadata Generation Mechanisms
MGM
metadata
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Phase One MGMs
Commercial content IDHuman generationHuman transcriptionLegacy closed caption Legacy date & timecode Memnon outputMusic vs speech detectionQueried/Imported data SegmentationShipping manifest (POD)Silence detectionTech-embedded metadata
Phase TwoMGMs
Phase ThreeMGMs
Facial recognitionLinked dataNamed entity recognitionNatural language processingPaper & video OCRPhoneme analysisSpeech to textSubtitle recoverySpeech-to-text comparison & weighting
Artificial intelligenceAudio frequency analysisBeats per minute detectionChroma analysisContent matchingGenre detectionSpeaker identification
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Phase One 1) Staffing & Training
1) SMART team embed2) Acquire/Develop & implement core infrastructure & MGMs3) Rights analysis4) Associated materials
5) Phase 2 Prep
Phase Two Phase Three1) Develop/Acquire & implement phase 2 MGMs2) Additional system dev3) Phase 3 prep
1) Develop/Acquire & implement phase 3 MGMs2) Additional system dev3) Focus on AI
• Required & prioritized• Manual• Low hanging fruit
• Semi/Automated• Time-based MD• Linked data
• Synthesized/AI• Specialized/
Domain specific
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Without the Project
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Possible Searches
• “Wells”
• “Radio and Television Services Collection”
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Phase OneTitle – A Conversation with HB Wells
Title (Type of Title – Alternative) –A Conversation with Herman B. Wells
Collection – Radio and Television Services
Department/Unit – Radio and Television Services
Physical Description – Betacam
Duration – 31:07
MDPI Barcode – 40000000784944
Type of Resource – moving image
Date Created – 1970/1979
Music/speech – Speech
Sound/silent – Sound
Subjects –
Indiana University (http://id.loc.gov/authorities/names/n80126369)
Universities and colleges—United States—Administration (http://id.loc.gov/authorities/subjects/sh85141150)
Universities and colleges—United States—History—20th century (http://id.loc.gov/authorities/subjects/sh2010117482)
Wells, Herman B. (http://id.loc.gov/authorities/names/n81012520)
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Phase OneNames –
Mundt, Bruce (Producer)
Petranoff, Robert (Producer)
Office of University Relations (Production company)
Wells, Herman B. (Interviewee)
Clark, Thomas D. (Interviewer)
WTIU Bloomington (Production place)
Geographic (Recording location) –United States
Parts/components – 1 of 1
Notes – Betacam is transfer from film original based on film leader at start of content. Date range is based on main library building being complete and having electricity.
Rights holder – Indiana University
Rights status – In Copyright
Year of Renewal – 2067
Publication status – Unpublished
Applied permissions – Campus only
Default permissions – Campus only
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Phase One Search
• Unpublished videos
• Produced by Radio and TV
• Audio type speech
• Herman B. Wells is interviewee
• IU is rights holder
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Phase Two (Additional)Language – English
Keywords –
Board of Trustees
Faculty
University administration
University president
Music
Arts
Midwest universities
President's spouses
20th-century leaders
Names –
Bryan, William Lowe
Kinsey, Alfred
Roosevelt, Eleanor
Rockefeller Foundation
Date other – 1940/1970
Full Text
OCR from text within video
Speech to Text
Geographic otherBloomington (http://www.geonames.org/4254679)
Indiana (http://www.geonames.org/4921868)
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Phase Two Search
• Every place within the video
• Face of Herman B. Wells appears
• “Eleanor Roosevelt” exists in text
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Phase Three (Additional)Color/bw – Color
Color Information – [time stamp and values representing predominant colors being represented]
Music present – [time stamp at points at which music is present]
Genre – Interview
Speaker Identification – [time stamp and name each time a speaker changes, combined with the names field]
Relation – [Content matching will identify where any portions of content in this video also exist in any portions of videos within the repository]
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Phase Three Searches
• All repository content with any portions of the audio or video in this video
• Information for each piece of commercial music
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Encompassed in Budget
Existing Staff Hours Avalon Dev
Human Generation MGMs Workflow System Dev
Query and Import Hours RMS Dev
SMART Assessment Hours Consulting
MGM Products & Services Scanning & Imaging Costs
MGM Dev Hardware Costs
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Cost Per Item (All In)
Phase 1 Phase 2 Phase 3 Total$16.26 $12.58 $4.07 $32.91
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A Few Takeaways
Organizational effort and preparation
Segmentation vs timestamping
Lower than anticipated costs
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INDIANA UNIVERSITY
Next Steps
1. Access Workflows task force formed
– Develop workflows for items/collections with good metadata and clear rights
2. Continued internal messaging
– Digitization ≠ access
3. Longer-term planning
– Implementation plan and budget for full metadata project
– Development of platform for workflow engine / data warehouse
– Grant funding, collaborators?
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INDIANA UNIVERSITY
Questions?
• mdpi.iu.edu
• avpreserve.com