CAPTIONING
MULTIMEDIA


Are You Listening?
Captioning Learning Objectives

 ►   Define Captioning, Accessibility & Disability
 ►   Is Captioning Required by Law?
 ►   Benefits of Captioning
 ►   UT Case Study
 ►   Captioning Research
 ►   Resources & Next Steps




                       2
First, let me introduced myself…

Glenda (the goodwitch) Sims
  glendathegood.com

  ►   Accessibility Consultant, Judge, Trainer
      Knowbility
      knowbility.org

  ►   Senior Accessibility Consultant
      Deque
      www.deque.com




                                     3
What is Captioning?

Captioning –
synchronized text transcript
of multimedia content.



Transcript –
text representation of the
spoken words and sounds.



Audio Description –
verbal statement of
on-screen visuals.

                               4
Captioning Software




CaptionTube - http://captiontube.appspot.com/ (for YouTube video)
MAGpie – ncam.wgbh.org/webaccess/magpie
Hi-Caption – www.hisoftware.com/hmcc/
WebAim Tutorial on Captioning – www.webaim.org/techniques/captions/

                               5
Is Captioning Important?




Let’s see these two gentlemen have to say
http://www.youtube.com/watch?v=QRS8MkLhQmM

                      6
Audio Descriptions
the visual made verbal
 ►   Audio Described Excerpt from “The Miracle Worker”
 ►   http://www.youtube.com/watch?v=n5enRm9a1Dk
 ►   http://www.audiodescribe.com/samples/




                     7
5 Stages of Accessibility Awareness *

►   Denial – Accessibility laws don’t apply to my organization.

►   Anger – Accessibility laws are so unfair and unreasonable!

►   Bargaining – I’ll make my home page accessible, but I
    can’t possibly make software for all my employees and
    customers.


►   Depression – I’m so overwhelmed.           I don’t even know
    where to start. This is impossible. I give up.



►   Acceptance – I understand accessibility is key to universal
    design. I’m moving in the right direction.

                  * inspired by Derek Featherstone
                                8
Objectives of Accessibility Laws



 ►    Equal opportunity
 ►    Independence




     For most people technology makes things easier.
               For people with disabilities,
           technology makes things possible.
               President’s Council on Disabilities

                              9
Accessibility Laws: Federal
United States Federal Laws
   Section 504 of the 1973 Rehabilitation Act (Federal)

       “No otherwise qualified individual with a disability in the United States …shall be
       excluded fromthe participation in, be denied the benefits of, or be subjected to
       discrimination under any program or activity receiving Federal financial assistance”
       ericec.org/sect504.html

    Americans with Disabilities Act (ADA) of 1990 (Federal)

         National mandate to eliminate discrimination against individuals with disabilities
         www.usdoj.gov/crt/ada/pubs/ada.txt

    Section 508 of the 1973 Rehabilitation Act (1998) (Federal)

         Applies accessibility standards to procurement and development of electronic and
         information technologies by federal government agencies www.section508.gov

International Guideline

     Web Content Accessibility Guideline 2.0 (WCAG) of 2008
     (W3C)http://www.w3.org/TR/WAI-WEBCONTENT/



 508                                                             WCAG 2.0
                                     10
U.S. Section 508

 ►   www.section508.gov
 ►   Part of the Federal Rehabilitation Act
 ►   Amended in 1998 to include standards on electronic
     information technology
 ►   Subpart B - technical standards
     ►   16 rules of web-based intranet and internet
         accessibility standards
     ►   In process of “Refresh” to harmonize with W3C
         WCAG 2.0

                       11
Captioning in 508 & WCAG

 508 - www.section508.gov

    § 1194.22 Web-based intranet and internet information and applications.

    ►    (b) Equivalent alternatives for any multimedia presentation shall be synchronized with
         the presentation.

    § 1194.24 Video and multimedia products.

    ►    (c) All training and informational video and multimedia productions which support the
         agency's mission, regardless of format, that contain speech or other audio information
         necessary for the comprehension of the content, shall be open or closed captioned.

    ►    (d) All training and informational video and multimedia productions which support the
         agency's mission, regardless of format, that contain visual information necessary for the
         comprehension of the content, shall be audio described.

 WCAG 2.0 - www.w3.org/TR/WCAG20/#media-equiv

    1.2 Time-based Media: Provide alternatives for time-based media.




                                    12
Benefits of Captioning
►   Legal Compliance
►   Universal Access
►   Improved Comprehension
►   Findability




                       13
Legal Compliance
Now
►   International - W3C WCAG 2.0                   Don’t be a Target
►   US                                               or a Netflix!
    ►   Americans with Disabilities Act
        ►   Title I –
        ►   Title II
        ►   Title III – Public Accomodations

    ►   Federal Rehabilitation Act – Section 508

    ►   21st Century Communications and Video Accessibility Act - October
        8, 2010 - http://www.coataccess.org/node/9890

►   State Law


                                       14
21st Century Communications and
          Video Accessibility Act
Passed October 8, 2010 – Signed into law by Obama
Extends closed captioning obligations to video
   programming provided by, or generally considered
   comparable to programming provided by, a television
   broadcast station, even when distributed over the
   Internet:
Covers video programming that was previously
   captioned for television viewing, live video
   programming, and new video programming provided
   by or generally considered to be comparable to
   programming provided by multichannel programming
   distributors;
Does not cover user-generated content
   (e.g., YouTube videos posted by individuals)
(Current Broadcast Law: Captioning required on most
                                                           Congressman
   broadcast, cable and satellite TV shows)                 Ed Markey
   www.coataccess.org./node/4624                         of Massachusetts
                                    15
Captioning & Universal Accessibility
                  Universal Access:
                    Accommodate hearing and learning disabilities
                    Usable by as many people as possible
                  Remove Language Barriers:
                    Student not a native English speaker (ESL)
                    Lecturer not a native English speaker (ESL)
                  Improving Comprehension:
                    Studies show captioning improves
                      comprehension and retention for all viewers
                  Mobile/Noisy Environments:
                    Students access content in all unexpected places

                        16
Captioning & Improved Comprehension
     • “Augmenting an auditory experience with captions more than doubles the
       retention and comprehension levels.” Gary Robson, The Closed Captioning
       Handbook

     • “People retain about 20% of what they hear, 30% of what they see, and 50%
       of what they hear and see.” Dales Learning Cone of Experience
       (www.willatworklearning.com/2006/10/people_remember.html)

     • Adult students that used captioned video presentations progressed
       significantly better than those using traditional literacy techniques. Benjamin
       Michael Rogner, Adult Literacy: Captioned Videotapes and Word Recognition

     • Dual Coding Theory postulates that both visual and verbal information are
       processed differently and along distinct channels with the human mind
       creating separate representations for information processed in each
       channel. Allan Paivio, University of Western Ontario




                                   17
Captioning & Findability
 Is your multimedia...

 • Easy to Search?
 • Easy to Navigate?
 • Easy to Discover?
 • Or, is it a bunch of black boxes?




                               18
Captioning & Findability
  ►   Hot Transcript – Search Court Proceedings Transcript
  ►   www.automaticsync.com/1432/QT/1432.html




                            19
Searchable Video




              20
Captions + Transcripts = Win




                               Captions

                               Full Transcript


               21
Creating a Culture of Accessibility

2000 - January 2011
   Leader: Accessibility Evangelists
   Proactive Review: Manual & Worldspace
   Resources: Accessibility Training
   Help:1-on-1 Accessibility Consulting
   Guidelines: Accessibility Policy
   Competition: Accessibility Internet Rally
   (AIR) with Knowbility




                             22
UT Austin Case Study
John Slatin Captioning Project


            ►   Inherited small grant Fall 2008
            ►   Partnered with UT Services for Students
                with Disabilities
            ►   Identified media to caption
            ►   Outsourced Transcription and Captioning
                to Automatic Sync Technologies
            ►   Grant paid for captions

    Details posted at wikis.utexas.edu/display/access/


                         23
John Slatin Captioning Project
CaptionSync Pricing   Captioning Only          Transcript Only          Captioning &
                                                                        Transcript
Immediate             $1.48 / minute
Turnaround            ($88.80 / media hour)
Standard 3-Day                                 $1.60 / minute           $3.08 / minute
Turnaround                                     ($96 / media hour)       ($184.80 / media hour)
Rush 24-hour                                   $2.16 / minute           $3.64 / minute
Turnaround                                     ($129.60 / media hour)   ($218.40 / media hour)



►   Turn Around Time

    ►   Regular – 3 Days / Rush – 24 hours

►   Funding Options

    ►   Grants

    ►   Centralized funding / Student fee assessment

    ►   Charge Departments
                                              24
Captioning Research
Funded by Dept of Education / Focus on Efficient Captioning

►   Intelligibility

    ►       What do you think is a tolerable word error rate?
        •     0%

        •     5%

        •     10%

        •     15%



                                      2
                                      5
0% Word Error Rate

Everyone loves a booming market, and most booms happen on the back of technological change.
The world's venture capitalists, having fed on the computing boom of the 1980s, the internet boom
of the 1990s and the biotech and nanotech boomlets of the early 2000s, are now looking around
for the next one. They think they have found it: energy.

Many past booms have been energy-fed: coal-fired steam power, oil-fired internal-combustion
engines, the rise of electricity, even the mass tourism of the jet era. But the past few decades have
been quiet on that front. Coal has been cheap. Natural gas has been cheap. The 1970s aside, oil
has been cheap. The one real novelty, nuclear power, went spectacularly off the rails. The
pressure to innovate has been minimal.

In the space of a couple of years, all that has changed. Oil is no longer cheap; indeed, it has never
been more expensive. Moreover, there is growing concern that the supply of oil may soon peak as
consumption continues to grow, known supplies run out and new reserves become harder to find.

The idea of growing what you put in the tank of your car, rather than sucking it out of a hole in the
ground, no longer looks like economic madness. Nor does the idea of throwing away the tank and
plugging your car into an electric socket instead.



                                                      2
                                                      6
10% Word Error Rate

Boot hoses a booming market, gloved capote booms happen heart the back of technological
change. The world's venture capitalists, house fed gem's the computing boom of the 1980s, the
internet boom of the 1990s and the biotech and nanotech boomlets of the early 2000s, are now
looking around for the road one. They gaunt they have found bubonic: energy.

Many past booms have been energy-fed: coal-fired steam power, oil-fired internal-combustion
engines, the rise of electricity, even the brushy tourism of the jet era. But the past few decades
have been quiet on magic front. Coal has been cheap. Natural gas gross hoist cheap. Jennifer
1970s aside, oil has been cheap. The one real novelty, nuclear power, went spectacularly off
tabloid rails. The burping to innovate has been minimal.

In local space of a couple of years, all that has paycheck. Oil is no longer cheap; indeed, it has
never been more expensive. Moreover, there is fizzled translogic that the supply of oil may soon
peak as consumption rains to grow, known supplies run out and new reserves become zipper to
find.

The idea of growing what you put in the tank of your car, rather saber sucking it out of a hole in
grim ground, no longer looks like economic madness.



                                                      2
                                                      7
Effect of Errors on Intelligibility


                                                           Intelligibility vs Error Rate

  Predicted Results                           10

  Actual Results                               9

                                               8

                                               7
                      Intelligibility Score
                                               6

                                               5

                                               4

                                               3

                                               2

                                               1

                                               0
                                                   0   1          2          3             5   10   20
                                                                       Error Rate (%)




                                                            2
                                                            8
Error Rates for General Captioning


       Source           Typical Error          Result
                            Rate
Trained Stenographer     0.5% to 1%         No problems


Student transcriber          ??          Expect to be worse
                                         than stenographer
Speech Rec: trained      3% to 5+%      Varies from acceptable
                                                 to poor
Speech Rec: untrained   20% to 40%          Unintelligible



                                                         29
Cost of Repairing Bad Transcripts

                                   Transcription Cost
          Cost




                                                                  From Scratch
                                                                  Edit Cost




                 0    10    20      30        40        50   60
                                 Error Rate




                     Example only: not real data
                                     3
                                     0
Research Conclusions
►   Speech-to-text not ready for this task (error rates > 20%).

►   Cost of correcting bad transcript (5%+ error rate) is higher than
    starting over.

►   Using cheap labor costs more due to increased management and
    quality review costs.

►   Need to use trained stenographers for acceptable (compliant)
    result, but limit their role to only what you need: a transcript.

►   Automate everything else.

►   Focus on workflow efficiency to minimize resource waste.




                                    3
                                    1
What Will You Do?

 ►   Wait until you get sued
 ►   In-house solutions
 ►   Out source
 ►   Hybrid




                      32
How To Get Started –
Develop a “Caption Action Plan”
   1.   Identify multimedia to caption this year
        •   Priorities – public? employees? high-profile content?
   2.   Select how you will transcribe/caption
        •   In-house
        •   Outsource
        •   Hybrid
   3.   Obtain necessary training/resources
   4.   Caption multimedia
   5.   Conduct a Plus/Delta
        •   Plus – what went well?
        •   Delta – what can be improved?
   6.   Set Phase 2 Caption Action Plan Goals
   7.   Repeat


                            33
Learning Resources


Accessibility Standards
►   US Federal 508 - www.webaim.org/standards/508/checklist
►   International WCAG - www.webaim.org/standards/wcag/checklist
John Slatin Captioning Project - wikis.utexas.edu/display/access/
Knowbility – Non-profit Accessibility Consultants www.knowbility.org
Webaim Captioning Tutorial - webaim.org/techniques/captions/
►   MAGpie ncam.wgbh.org/webaccess/magpie
►   Hi-Caption www.hisoftware.com/hmcc/
►   CaptionTube captiontube.appspot.com/ (for YouTube video)



                                  34
Accessibility – Barrier Free IT




    Good Design is Accessible Design
               – Dr. John Slatin

                   35

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Accessing Higher Ground: Captioning Strategy

  • 2. Captioning Learning Objectives ► Define Captioning, Accessibility & Disability ► Is Captioning Required by Law? ► Benefits of Captioning ► UT Case Study ► Captioning Research ► Resources & Next Steps 2
  • 3. First, let me introduced myself… Glenda (the goodwitch) Sims glendathegood.com ► Accessibility Consultant, Judge, Trainer Knowbility knowbility.org ► Senior Accessibility Consultant Deque www.deque.com 3
  • 4. What is Captioning? Captioning – synchronized text transcript of multimedia content. Transcript – text representation of the spoken words and sounds. Audio Description – verbal statement of on-screen visuals. 4
  • 5. Captioning Software CaptionTube - http://captiontube.appspot.com/ (for YouTube video) MAGpie – ncam.wgbh.org/webaccess/magpie Hi-Caption – www.hisoftware.com/hmcc/ WebAim Tutorial on Captioning – www.webaim.org/techniques/captions/ 5
  • 6. Is Captioning Important? Let’s see these two gentlemen have to say http://www.youtube.com/watch?v=QRS8MkLhQmM 6
  • 7. Audio Descriptions the visual made verbal ► Audio Described Excerpt from “The Miracle Worker” ► http://www.youtube.com/watch?v=n5enRm9a1Dk ► http://www.audiodescribe.com/samples/ 7
  • 8. 5 Stages of Accessibility Awareness * ► Denial – Accessibility laws don’t apply to my organization. ► Anger – Accessibility laws are so unfair and unreasonable! ► Bargaining – I’ll make my home page accessible, but I can’t possibly make software for all my employees and customers. ► Depression – I’m so overwhelmed. I don’t even know where to start. This is impossible. I give up. ► Acceptance – I understand accessibility is key to universal design. I’m moving in the right direction. * inspired by Derek Featherstone 8
  • 9. Objectives of Accessibility Laws ► Equal opportunity ► Independence For most people technology makes things easier. For people with disabilities, technology makes things possible. President’s Council on Disabilities 9
  • 10. Accessibility Laws: Federal United States Federal Laws Section 504 of the 1973 Rehabilitation Act (Federal) “No otherwise qualified individual with a disability in the United States …shall be excluded fromthe participation in, be denied the benefits of, or be subjected to discrimination under any program or activity receiving Federal financial assistance” ericec.org/sect504.html Americans with Disabilities Act (ADA) of 1990 (Federal) National mandate to eliminate discrimination against individuals with disabilities www.usdoj.gov/crt/ada/pubs/ada.txt Section 508 of the 1973 Rehabilitation Act (1998) (Federal) Applies accessibility standards to procurement and development of electronic and information technologies by federal government agencies www.section508.gov International Guideline Web Content Accessibility Guideline 2.0 (WCAG) of 2008 (W3C)http://www.w3.org/TR/WAI-WEBCONTENT/ 508 WCAG 2.0 10
  • 11. U.S. Section 508 ► www.section508.gov ► Part of the Federal Rehabilitation Act ► Amended in 1998 to include standards on electronic information technology ► Subpart B - technical standards ► 16 rules of web-based intranet and internet accessibility standards ► In process of “Refresh” to harmonize with W3C WCAG 2.0 11
  • 12. Captioning in 508 & WCAG 508 - www.section508.gov § 1194.22 Web-based intranet and internet information and applications. ► (b) Equivalent alternatives for any multimedia presentation shall be synchronized with the presentation. § 1194.24 Video and multimedia products. ► (c) All training and informational video and multimedia productions which support the agency's mission, regardless of format, that contain speech or other audio information necessary for the comprehension of the content, shall be open or closed captioned. ► (d) All training and informational video and multimedia productions which support the agency's mission, regardless of format, that contain visual information necessary for the comprehension of the content, shall be audio described. WCAG 2.0 - www.w3.org/TR/WCAG20/#media-equiv 1.2 Time-based Media: Provide alternatives for time-based media. 12
  • 13. Benefits of Captioning ► Legal Compliance ► Universal Access ► Improved Comprehension ► Findability 13
  • 14. Legal Compliance Now ► International - W3C WCAG 2.0 Don’t be a Target ► US or a Netflix! ► Americans with Disabilities Act ► Title I – ► Title II ► Title III – Public Accomodations ► Federal Rehabilitation Act – Section 508 ► 21st Century Communications and Video Accessibility Act - October 8, 2010 - http://www.coataccess.org/node/9890 ► State Law 14
  • 15. 21st Century Communications and Video Accessibility Act Passed October 8, 2010 – Signed into law by Obama Extends closed captioning obligations to video programming provided by, or generally considered comparable to programming provided by, a television broadcast station, even when distributed over the Internet: Covers video programming that was previously captioned for television viewing, live video programming, and new video programming provided by or generally considered to be comparable to programming provided by multichannel programming distributors; Does not cover user-generated content (e.g., YouTube videos posted by individuals) (Current Broadcast Law: Captioning required on most Congressman broadcast, cable and satellite TV shows) Ed Markey www.coataccess.org./node/4624 of Massachusetts 15
  • 16. Captioning & Universal Accessibility  Universal Access:  Accommodate hearing and learning disabilities  Usable by as many people as possible  Remove Language Barriers:  Student not a native English speaker (ESL)  Lecturer not a native English speaker (ESL)  Improving Comprehension:  Studies show captioning improves comprehension and retention for all viewers  Mobile/Noisy Environments:  Students access content in all unexpected places 16
  • 17. Captioning & Improved Comprehension • “Augmenting an auditory experience with captions more than doubles the retention and comprehension levels.” Gary Robson, The Closed Captioning Handbook • “People retain about 20% of what they hear, 30% of what they see, and 50% of what they hear and see.” Dales Learning Cone of Experience (www.willatworklearning.com/2006/10/people_remember.html) • Adult students that used captioned video presentations progressed significantly better than those using traditional literacy techniques. Benjamin Michael Rogner, Adult Literacy: Captioned Videotapes and Word Recognition • Dual Coding Theory postulates that both visual and verbal information are processed differently and along distinct channels with the human mind creating separate representations for information processed in each channel. Allan Paivio, University of Western Ontario 17
  • 18. Captioning & Findability Is your multimedia... • Easy to Search? • Easy to Navigate? • Easy to Discover? • Or, is it a bunch of black boxes? 18
  • 19. Captioning & Findability ► Hot Transcript – Search Court Proceedings Transcript ► www.automaticsync.com/1432/QT/1432.html 19
  • 21. Captions + Transcripts = Win Captions Full Transcript 21
  • 22. Creating a Culture of Accessibility 2000 - January 2011 Leader: Accessibility Evangelists Proactive Review: Manual & Worldspace Resources: Accessibility Training Help:1-on-1 Accessibility Consulting Guidelines: Accessibility Policy Competition: Accessibility Internet Rally (AIR) with Knowbility 22
  • 23. UT Austin Case Study John Slatin Captioning Project ► Inherited small grant Fall 2008 ► Partnered with UT Services for Students with Disabilities ► Identified media to caption ► Outsourced Transcription and Captioning to Automatic Sync Technologies ► Grant paid for captions Details posted at wikis.utexas.edu/display/access/ 23
  • 24. John Slatin Captioning Project CaptionSync Pricing Captioning Only Transcript Only Captioning & Transcript Immediate $1.48 / minute Turnaround ($88.80 / media hour) Standard 3-Day $1.60 / minute $3.08 / minute Turnaround ($96 / media hour) ($184.80 / media hour) Rush 24-hour $2.16 / minute $3.64 / minute Turnaround ($129.60 / media hour) ($218.40 / media hour) ► Turn Around Time ► Regular – 3 Days / Rush – 24 hours ► Funding Options ► Grants ► Centralized funding / Student fee assessment ► Charge Departments 24
  • 25. Captioning Research Funded by Dept of Education / Focus on Efficient Captioning ► Intelligibility ► What do you think is a tolerable word error rate? • 0% • 5% • 10% • 15% 2 5
  • 26. 0% Word Error Rate Everyone loves a booming market, and most booms happen on the back of technological change. The world's venture capitalists, having fed on the computing boom of the 1980s, the internet boom of the 1990s and the biotech and nanotech boomlets of the early 2000s, are now looking around for the next one. They think they have found it: energy. Many past booms have been energy-fed: coal-fired steam power, oil-fired internal-combustion engines, the rise of electricity, even the mass tourism of the jet era. But the past few decades have been quiet on that front. Coal has been cheap. Natural gas has been cheap. The 1970s aside, oil has been cheap. The one real novelty, nuclear power, went spectacularly off the rails. The pressure to innovate has been minimal. In the space of a couple of years, all that has changed. Oil is no longer cheap; indeed, it has never been more expensive. Moreover, there is growing concern that the supply of oil may soon peak as consumption continues to grow, known supplies run out and new reserves become harder to find. The idea of growing what you put in the tank of your car, rather than sucking it out of a hole in the ground, no longer looks like economic madness. Nor does the idea of throwing away the tank and plugging your car into an electric socket instead. 2 6
  • 27. 10% Word Error Rate Boot hoses a booming market, gloved capote booms happen heart the back of technological change. The world's venture capitalists, house fed gem's the computing boom of the 1980s, the internet boom of the 1990s and the biotech and nanotech boomlets of the early 2000s, are now looking around for the road one. They gaunt they have found bubonic: energy. Many past booms have been energy-fed: coal-fired steam power, oil-fired internal-combustion engines, the rise of electricity, even the brushy tourism of the jet era. But the past few decades have been quiet on magic front. Coal has been cheap. Natural gas gross hoist cheap. Jennifer 1970s aside, oil has been cheap. The one real novelty, nuclear power, went spectacularly off tabloid rails. The burping to innovate has been minimal. In local space of a couple of years, all that has paycheck. Oil is no longer cheap; indeed, it has never been more expensive. Moreover, there is fizzled translogic that the supply of oil may soon peak as consumption rains to grow, known supplies run out and new reserves become zipper to find. The idea of growing what you put in the tank of your car, rather saber sucking it out of a hole in grim ground, no longer looks like economic madness. 2 7
  • 28. Effect of Errors on Intelligibility Intelligibility vs Error Rate Predicted Results 10 Actual Results 9 8 7 Intelligibility Score 6 5 4 3 2 1 0 0 1 2 3 5 10 20 Error Rate (%) 2 8
  • 29. Error Rates for General Captioning Source Typical Error Result Rate Trained Stenographer 0.5% to 1% No problems Student transcriber ?? Expect to be worse than stenographer Speech Rec: trained 3% to 5+% Varies from acceptable to poor Speech Rec: untrained 20% to 40% Unintelligible 29
  • 30. Cost of Repairing Bad Transcripts Transcription Cost Cost From Scratch Edit Cost 0 10 20 30 40 50 60 Error Rate Example only: not real data 3 0
  • 31. Research Conclusions ► Speech-to-text not ready for this task (error rates > 20%). ► Cost of correcting bad transcript (5%+ error rate) is higher than starting over. ► Using cheap labor costs more due to increased management and quality review costs. ► Need to use trained stenographers for acceptable (compliant) result, but limit their role to only what you need: a transcript. ► Automate everything else. ► Focus on workflow efficiency to minimize resource waste. 3 1
  • 32. What Will You Do? ► Wait until you get sued ► In-house solutions ► Out source ► Hybrid 32
  • 33. How To Get Started – Develop a “Caption Action Plan” 1. Identify multimedia to caption this year • Priorities – public? employees? high-profile content? 2. Select how you will transcribe/caption • In-house • Outsource • Hybrid 3. Obtain necessary training/resources 4. Caption multimedia 5. Conduct a Plus/Delta • Plus – what went well? • Delta – what can be improved? 6. Set Phase 2 Caption Action Plan Goals 7. Repeat 33
  • 34. Learning Resources Accessibility Standards ► US Federal 508 - www.webaim.org/standards/508/checklist ► International WCAG - www.webaim.org/standards/wcag/checklist John Slatin Captioning Project - wikis.utexas.edu/display/access/ Knowbility – Non-profit Accessibility Consultants www.knowbility.org Webaim Captioning Tutorial - webaim.org/techniques/captions/ ► MAGpie ncam.wgbh.org/webaccess/magpie ► Hi-Caption www.hisoftware.com/hmcc/ ► CaptionTube captiontube.appspot.com/ (for YouTube video) 34
  • 35. Accessibility – Barrier Free IT Good Design is Accessible Design – Dr. John Slatin 35

Editor's Notes

  • #5: FCC mandate for broadcast TV
  • #7: Can you summarize what MJ’s major points? Not without captioning!
  • #15: Netflix - http://www.doncullen.net/archives/netflixlawsuitpressrelease.pdfNATIONWIDE CLASS ACTION FILED AGAINST NETFLIX; Public accommodations – private entities how own, lease, lease to or operate facilities such as restaurants, retail stores, hotels, movie theatres, private schools, convention centers, doctors’ offices, homeless shelters, transportation depots, zoo, funeral homes, day care centers and recreational facilities include sports stadiums and fitness clubs.LAWSUIT ALLEGES POPULAR MOVIE WEBSITE FAILED TO CAPTION STREAMING VIDEO LIBRARY IN VIOLATION OF STATE AND FEDERAL LAW, MISLED DEAF AND HARD OF HEARING CUSTOMERS. The lawsuit alleges that after almost two years of promising its deaf and hard of hearing members more subtitles, today only about six percent of Netflix’s streaming programming is captioned, and that Netflix’s captioning rate is “anemic.” Target - http://www.nfb.org/nfb/NewsBot.asp?MODE=VIEW&ID=357
  • #19: Searchability: How can viewers locate specific information within linear media? Particularly important in information-rich long-form media; eg: lectures. Caption data enables this.Navigability: Video is inherently linear. Can you enable viewers to move around quickly in the material to locate information… like flipping through a text book? Of course, the answer is: caption data!Discoverability: How does your content get “discovered” by search engines? Title? Meta data files? Caption data is the best.
  • #29: Research showed that intelligibility dropped to 80% with 1% errors. And dropped to 70% with 2% errors. And by the time there were 5% errors, the intelligibility was down to 40%.
  • #31: The cost of repairing bad transcripts. If the machine generated transcript has more than 3% errors, it is actually more expensive to have a person correct the machine generated transcript…than it would be to have a transcriber create the transcript from scratch.