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Frans Ward
                                                                                              Technical Product Manager
                                                                                              SURFnet Advanced Services



                         MediaMosa Transcripting
                         Technology Scouting Project and
                                Proof of Concept

                                       MediaMosa @ 5th TF-Media Workshop
                                 Porto, October 26, 2011 - SURFnet. We make innovation work
                                                                                                                          `
Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives




                                                                    UK National Film and Television Archive, Berkhamsted
                                                                    http://www.flickr.com/people/footage/




 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives

                         • The number of AV-archives on the Internet
                           increases rapidly




                                                                     UK National Film and Television Archive, Berkhamsted
                                                                     http://www.flickr.com/people/footage/




 1                         SURFnet. We make innovation work
                                                  MediaMosa     @ 5th TF-Media Workshop
                                            Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives

                         • The number of AV-archives on the Internet
                           increases rapidly
                         • Archiving is not enough: disclosure and reusing is
                           required!




                                                                     UK National Film and Television Archive, Berkhamsted
                                                                     http://www.flickr.com/people/footage/




 1                         SURFnet. We make innovation work
                                                  MediaMosa     @ 5th TF-Media Workshop
                                            Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives

                         • The number of AV-archives on the Internet
                           increases rapidly
                         • Archiving is not enough: disclosure and reusing is
                           required!
                         • The use of speech technology is needed
                           (Reduce human effort).



                                                                     UK National Film and Television Archive, Berkhamsted
                                                                     http://www.flickr.com/people/footage/




 1                         SURFnet. We make innovation work
                                                  MediaMosa     @ 5th TF-Media Workshop
                                            Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives




                                                                    UK National Film and Television Archive, Berkhamsted
                                                                    http://www.flickr.com/people/footage/




 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives

                          • The number of AV-archives on the Internet
                            increases rapidly.




                                                                    UK National Film and Television Archive, Berkhamsted
                                                                    http://www.flickr.com/people/footage/




 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives

                          • The number of AV-archives on the Internet
                            increases rapidly.
                          • Archiving is not enough: disclosure and reusing
                            is required!




                                                                    UK National Film and Television Archive, Berkhamsted
                                                                    http://www.flickr.com/people/footage/




 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives

                          • The number of AV-archives on the Internet
                            increases rapidly.
                          • Archiving is not enough: disclosure and reusing
                            is required!
                          • Adding Metadata is the key component here.



                                                                    UK National Film and Television Archive, Berkhamsted
                                                                    http://www.flickr.com/people/footage/




 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

                          Disclosure	
  of	
  audiovisual	
  archives

                          • The number of AV-archives on the Internet
                            increases rapidly.
                          • Archiving is not enough: disclosure and reusing
                            is required!
                          • Adding Metadata is the key component here.
                          • The use of speech technology is needed
                            (Reduce human effort).
                                                                    UK National Film and Television Archive, Berkhamsted
                                                                    http://www.flickr.com/people/footage/




 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
Adding metadata, the traditional approach:
                         Manual annotation




                     Huge amount of work
                     and no time-coded relations with video


 1                         SURFnet. We make innovation work
                                                  MediaMosa     @ 5th TF-Media Workshop
                                            Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
Adding metadata, the new approach:
                         Using speech-to-text technology for
                         metadata generation
                                                                                                              Audio Extraction


                                                                                                           Speech Recognition
                                                                                                           (Speech-to-Text)
                         Time-coded Transcript

                                                                                                        Indexing and Search:
                                                                                                        Search on fragment level




 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY

       • Transcripting: conversion of speech
            into an electronic text document.

       • Automatic Speech Recognition (ASR)
            seems to be the ideal technology for
            this.

       • In combination with Optical Character
            Recognition (OCR) of slides.

       • Goal: to provide additional metadata
            for searching in video / lecture
            recordings.



 1                        SURFnet. We make innovation work
                                                 MediaMosa     @ 5th TF-Media Workshop
                                           Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY
                         The Technology Scout Project. The process is complex...




 1                           SURFnet. We make innovation work
                                                    MediaMosa     @ 5th TF-Media Workshop
                                              Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING TECHNOLOGY
                                  SCOUTING PROJECT
                     Lecture Recording

                                                          End User                         • Recording of Teacher
                                                         Application                       • Recording of Slides
                                                                                           • Reference material



                         Transcription                                                                 Multi-Source
                                                        MediaMosa
                          by Spraak /                                                                    Player
                         Cmu Sphinx
                     • Recognize the Speech           • Transcode into audio                          • Enhanced Search
                     • Produce time-coded             • Store all into an asset                       • Optional Subtitles
                         Transcript                                                                   • Mashup info
                   Partners:




                                               MediaMosa @ 5th TF-Media Workshop
                                         Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING PROJECT




                                     MediaMosa @ 5th TF-Media Workshop
                               Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING PROJECT




                                     MediaMosa @ 5th TF-Media Workshop
                               Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MEDIAMOSA TRANSCRIPTING PROJECT
                          Subtitles:




                                             MediaMosa @ 5th TF-Media Workshop
                                       Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
MediaMosa 3.5
                         Focus on transcription technology (speech-2-text) and flexible
                         workflows

                         • Development is started
                         • beta release available: december 2011




 1                            SURFnet. We make innovation work
                                                     MediaMosa     @ 5th TF-Media Workshop
                                               Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11
WWW
                                                                                  MediaMosa Directions
                         http://mediamosa.org

                         Online Demo
                                                                                                          Q&A
                         http://demo.mediamosa.org
                                                                                                                              sa
                                                                                                                      MediaMo
                         Forum                                                                            MediaMosa
                         http://mediamosa.org/forum
                                                                                                                       MediaMosa

                         Issue Tracker
                         http://mediamosa.org/trac

                         Source Code
                         https://github.com/mediamosa

                         Slideshare
                                                                                                                  ur
                         http://www.slideshare.net/MediaMosa
                                                                                                               yo
                                                                                                           or
                         Twitter                                                                        s f      n!
                         http://twitter.com/mediamosa                                                ank    t io
                                                                                                   Th     en
                                                                                                       att

 1                          SURFnet. We make innovation work
                                                   MediaMosa     @ 5th TF-Media Workshop
                                             Porto, October 26, 2011 - SURFnet. We make innovation work

Friday, October 28, 11

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MediaMosa Transcripting Technology Project

  • 1. Frans Ward Technical Product Manager SURFnet Advanced Services MediaMosa Transcripting Technology Scouting Project and Proof of Concept MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work ` Friday, October 28, 11
  • 2. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 3. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives • The number of AV-archives on the Internet increases rapidly UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 4. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives • The number of AV-archives on the Internet increases rapidly • Archiving is not enough: disclosure and reusing is required! UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 5. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives • The number of AV-archives on the Internet increases rapidly • Archiving is not enough: disclosure and reusing is required! • The use of speech technology is needed (Reduce human effort). UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 6. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 7. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives • The number of AV-archives on the Internet increases rapidly. UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 8. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives • The number of AV-archives on the Internet increases rapidly. • Archiving is not enough: disclosure and reusing is required! UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 9. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives • The number of AV-archives on the Internet increases rapidly. • Archiving is not enough: disclosure and reusing is required! • Adding Metadata is the key component here. UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 10. MEDIAMOSA TRANSCRIPTING TECHNOLOGY Disclosure  of  audiovisual  archives • The number of AV-archives on the Internet increases rapidly. • Archiving is not enough: disclosure and reusing is required! • Adding Metadata is the key component here. • The use of speech technology is needed (Reduce human effort). UK National Film and Television Archive, Berkhamsted http://www.flickr.com/people/footage/ 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 11. Adding metadata, the traditional approach: Manual annotation Huge amount of work and no time-coded relations with video 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 12. Adding metadata, the new approach: Using speech-to-text technology for metadata generation Audio Extraction Speech Recognition (Speech-to-Text) Time-coded Transcript Indexing and Search: Search on fragment level 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 13. MEDIAMOSA TRANSCRIPTING TECHNOLOGY • Transcripting: conversion of speech into an electronic text document. • Automatic Speech Recognition (ASR) seems to be the ideal technology for this. • In combination with Optical Character Recognition (OCR) of slides. • Goal: to provide additional metadata for searching in video / lecture recordings. 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 14. MEDIAMOSA TRANSCRIPTING TECHNOLOGY The Technology Scout Project. The process is complex... 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 15. MEDIAMOSA TRANSCRIPTING TECHNOLOGY SCOUTING PROJECT Lecture Recording End User • Recording of Teacher Application • Recording of Slides • Reference material Transcription Multi-Source MediaMosa by Spraak / Player Cmu Sphinx • Recognize the Speech • Transcode into audio • Enhanced Search • Produce time-coded • Store all into an asset • Optional Subtitles Transcript • Mashup info Partners: MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 16. MEDIAMOSA TRANSCRIPTING PROJECT MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 17. MEDIAMOSA TRANSCRIPTING PROJECT MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 18. MEDIAMOSA TRANSCRIPTING PROJECT Subtitles: MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 19. MediaMosa 3.5 Focus on transcription technology (speech-2-text) and flexible workflows • Development is started • beta release available: december 2011 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11
  • 20. WWW MediaMosa Directions http://mediamosa.org Online Demo Q&A http://demo.mediamosa.org sa MediaMo Forum MediaMosa http://mediamosa.org/forum MediaMosa Issue Tracker http://mediamosa.org/trac Source Code https://github.com/mediamosa Slideshare ur http://www.slideshare.net/MediaMosa yo or Twitter s f n! http://twitter.com/mediamosa ank t io Th en att 1 SURFnet. We make innovation work MediaMosa @ 5th TF-Media Workshop Porto, October 26, 2011 - SURFnet. We make innovation work Friday, October 28, 11