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Leveraging AWS Translate:
Real Time Translation for
Live Captioning Workflows
Presented by: Giovanni Galvez
VP of Business Development
Syncwords
Lydy Pinzón-Dadley
Director, Sales
National Captioning Institute
Your online captioning solution
Since 2010, SyncWords is the trusted partner for
captioning and subtitling service providers and media
companies.
The SyncWords platform combines automation and
authoring tools for high-quality closed captioning and
subtitling. Helping customers reach new audiences by
leveraging machine translation.
Using advanced artificial intelligence technology,
SyncWords delivers dramatic productivity gains,
expanded workload capacity, and improvements in
caption quality and accuracy.
For four decades, the National Captioning Institute has
pioneered excellence in accessibility by developing
technologies and solutions for the broadcast TV industry.
• 200,000 hours of media captioned per year
• Developed the closed caption decoder box
• First caption-decoding microchip for TV sets
• 40th anniversary airing the first closed captioned
broadcast with the “Wonderful World of Disney” and
“Masterpiece Theatre” (March 16th, 1980)
In 2011, NCI and Syncwords launched the innovative Recapd
system for live captions delivered to internet enabled
devices and online meetings.
More recently, there was an opportunity to develop AI
powered machine translation for live captioning in order to
localize live news and sporting events.
Use Case Challenges for Live Event Translation
• Constant 24/7 live feeds translated in real-time
• Sourcing Multilingual Human Captioners
• Scheduling Workforce
• Scaling live human captioners on-demand
• Expense could be a non-starter and varies
• Requirements for delivery to simultaneous multiple
languages
• Quality and Accuracy of real-time translation
• Latency of the translated captions
Syncwords’ Role in Solving the Problem
NCI approached Syncwords as their technology partner to help
automate live translations by connecting the existing live TV
broadcast workflow to AWS Translate.
This includes development of the following:
• A mechanism for receiving input from captioning software
• Real-time text formatting and machine-translation
• Delivery to broadcast TV hardware
• Live OTT delivery of translated subtitles to streaming player
platform
Implementation of Live Machine Translation for NCI
Amazon Translate
Typical AWS Translate in Offline Workflows
English text
Document or
Subtitle file
French text
document
Spanish
subtitling
Japanese
Timed Script
Most workflows use case for machine translation for existing archived documents
Amazon Translate
LanguageSync
Mechanism
NCI
Realtime 24/7
Caption Feeds
Leveraging AWS Translate for 24/7 Real-Time Workflows
Ingest and Setup Real-time Translation Real-time Delivery
Service provider
SyncWords
Live Live Broadcast
Translated
Captions
(608/708)
Live OTT
Translated
Captions
(WebVTT Text Tracks)
Language selection
and configuration.
Recapd
Translated
Live Online
Meetings
Translates
Protocols and
manages text
formatting
Amazon Translate
Outcome and Benefits
Syncwords Live Machine Translation Delivers:
 ROI from Existing Production-Ready Live Workflows
 Multiply Subscription Viewership
 Increase Ad Revenue
 Reach new Demographics and global markets
 Expand Accessibility to 40+ Languages
Note: Closed Captioning is required by law in the U.S.A,
Canada, and Mexico
Live Translation for Live OTT
Example of Actual Live Stream in 6 languages
Increase Viewer Subscriptions with Translation
Live Translation for Live OTT
Challenges that we solved
• Integrating with existing production-ready Live OTT workflows
• Convert text to streaming format subtitles
• No need for transcoding video to add translated subtitles
• Compatibility with streaming platforms
• Simultaneous language outputs
• Scaling up to 40+ languages on output
LanguageSync vs. Human Translation
LanguageSync Live Translation reduces latency vs. Live Human Translation
LanguageSync vs. Human Translation
LanguageSync Live Translation increases coverage of translation to 100%
Automatic Live Translation Relies on Human Accuracy
Real-Time
Human Captioner
From NCI
Cloud AI
Translation
(40+ Languages)
Mountain Summit
of Accuracy
Hybrid Human-AI Approach:
• UX is our focus
• Input language must be accurately
captioned by a human
• Grammar and punctuation is
leveraged to boost accuracy
• This is ready for Primetime
IP Connection from
Real-time Captioner
Encoder / Inserter
Fitting into existing live captioning workflows
English
Text Input English Text
Input
Remote
Encoder / Inserter
Translated
Text
Internet
Streaming
TV Broadcast
LanguageSync is compatible with existing
live CC hardware and software
Amazon Translate
IP Connection from
Real-time Captioner
Live OTT Translation Workflows with Syncwords
Real-time Translated Text
for OTT Streaming
Live Translation
No need for expensive new hardware
for Live OTT-Only solution
NCI
Realtime
Caption Feed
Service provider
CDN
No transcoding of
video necessary
LanguageSync Workflow for Live OTT
LanguageSync real-time machine translation doesn’t
change the workflow and comes over the top to the CDN
Player
OTT
Real-time Translation with
AWS Translate
Receives live video
And subtitling
Español
中文
Française
Deutsche
Bahasa
日本語
…40+
Contribution
Side-Car Subtitle Streams
VTT
NCI
Realtime
Caption Feed
Service provider
AWS Elemental
MediaLive
LS takes
MPEG time stamps
to synchronize VTT files
CDN
Technical Requirements
The Master Playlist is refreshed continuously
m3u8
Origin
Server
For Each
Language
VTT
m3u8
Master
Playlist
Player
Series of VTT
Playlist Files
Series of VTT
Subtitle Files
Master m3u8
incorporates playlist
cues for each language
Español
中文
Française
Deutsche
Bahasa
日本語
…40+
NCI
Realtime
Caption Feed
Service provider
Leveraging AWS Translate for Live Captioning Workflows
For more info contact:
Giovanni Galvez
gio@syncwords.com
Lydy Pinzón-Dadley
LDadley@NCICAP.org

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Real Time Translation for Live Captioning Workflows

  • 1. Leveraging AWS Translate: Real Time Translation for Live Captioning Workflows Presented by: Giovanni Galvez VP of Business Development Syncwords Lydy Pinzón-Dadley Director, Sales National Captioning Institute
  • 2. Your online captioning solution Since 2010, SyncWords is the trusted partner for captioning and subtitling service providers and media companies. The SyncWords platform combines automation and authoring tools for high-quality closed captioning and subtitling. Helping customers reach new audiences by leveraging machine translation. Using advanced artificial intelligence technology, SyncWords delivers dramatic productivity gains, expanded workload capacity, and improvements in caption quality and accuracy.
  • 3. For four decades, the National Captioning Institute has pioneered excellence in accessibility by developing technologies and solutions for the broadcast TV industry. • 200,000 hours of media captioned per year • Developed the closed caption decoder box • First caption-decoding microchip for TV sets • 40th anniversary airing the first closed captioned broadcast with the “Wonderful World of Disney” and “Masterpiece Theatre” (March 16th, 1980) In 2011, NCI and Syncwords launched the innovative Recapd system for live captions delivered to internet enabled devices and online meetings. More recently, there was an opportunity to develop AI powered machine translation for live captioning in order to localize live news and sporting events.
  • 4. Use Case Challenges for Live Event Translation • Constant 24/7 live feeds translated in real-time • Sourcing Multilingual Human Captioners • Scheduling Workforce • Scaling live human captioners on-demand • Expense could be a non-starter and varies • Requirements for delivery to simultaneous multiple languages • Quality and Accuracy of real-time translation • Latency of the translated captions
  • 5. Syncwords’ Role in Solving the Problem NCI approached Syncwords as their technology partner to help automate live translations by connecting the existing live TV broadcast workflow to AWS Translate. This includes development of the following: • A mechanism for receiving input from captioning software • Real-time text formatting and machine-translation • Delivery to broadcast TV hardware • Live OTT delivery of translated subtitles to streaming player platform
  • 6. Implementation of Live Machine Translation for NCI Amazon Translate
  • 7. Typical AWS Translate in Offline Workflows English text Document or Subtitle file French text document Spanish subtitling Japanese Timed Script Most workflows use case for machine translation for existing archived documents Amazon Translate
  • 8. LanguageSync Mechanism NCI Realtime 24/7 Caption Feeds Leveraging AWS Translate for 24/7 Real-Time Workflows Ingest and Setup Real-time Translation Real-time Delivery Service provider SyncWords Live Live Broadcast Translated Captions (608/708) Live OTT Translated Captions (WebVTT Text Tracks) Language selection and configuration. Recapd Translated Live Online Meetings Translates Protocols and manages text formatting Amazon Translate
  • 9. Outcome and Benefits Syncwords Live Machine Translation Delivers:  ROI from Existing Production-Ready Live Workflows  Multiply Subscription Viewership  Increase Ad Revenue  Reach new Demographics and global markets  Expand Accessibility to 40+ Languages Note: Closed Captioning is required by law in the U.S.A, Canada, and Mexico
  • 10. Live Translation for Live OTT Example of Actual Live Stream in 6 languages Increase Viewer Subscriptions with Translation
  • 11. Live Translation for Live OTT Challenges that we solved • Integrating with existing production-ready Live OTT workflows • Convert text to streaming format subtitles • No need for transcoding video to add translated subtitles • Compatibility with streaming platforms • Simultaneous language outputs • Scaling up to 40+ languages on output
  • 12. LanguageSync vs. Human Translation LanguageSync Live Translation reduces latency vs. Live Human Translation
  • 13. LanguageSync vs. Human Translation LanguageSync Live Translation increases coverage of translation to 100%
  • 14. Automatic Live Translation Relies on Human Accuracy Real-Time Human Captioner From NCI Cloud AI Translation (40+ Languages) Mountain Summit of Accuracy Hybrid Human-AI Approach: • UX is our focus • Input language must be accurately captioned by a human • Grammar and punctuation is leveraged to boost accuracy • This is ready for Primetime
  • 15. IP Connection from Real-time Captioner Encoder / Inserter Fitting into existing live captioning workflows English Text Input English Text Input Remote Encoder / Inserter Translated Text Internet Streaming TV Broadcast LanguageSync is compatible with existing live CC hardware and software Amazon Translate
  • 16. IP Connection from Real-time Captioner Live OTT Translation Workflows with Syncwords Real-time Translated Text for OTT Streaming Live Translation No need for expensive new hardware for Live OTT-Only solution NCI Realtime Caption Feed Service provider
  • 17. CDN No transcoding of video necessary LanguageSync Workflow for Live OTT LanguageSync real-time machine translation doesn’t change the workflow and comes over the top to the CDN Player OTT Real-time Translation with AWS Translate Receives live video And subtitling Español 中文 Française Deutsche Bahasa 日本語 …40+ Contribution Side-Car Subtitle Streams VTT NCI Realtime Caption Feed Service provider AWS Elemental MediaLive
  • 18. LS takes MPEG time stamps to synchronize VTT files CDN Technical Requirements The Master Playlist is refreshed continuously m3u8 Origin Server For Each Language VTT m3u8 Master Playlist Player Series of VTT Playlist Files Series of VTT Subtitle Files Master m3u8 incorporates playlist cues for each language Español 中文 Française Deutsche Bahasa 日本語 …40+ NCI Realtime Caption Feed Service provider
  • 19. Leveraging AWS Translate for Live Captioning Workflows For more info contact: Giovanni Galvez gio@syncwords.com Lydy Pinzón-Dadley LDadley@NCICAP.org

Editor's Notes

  1. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  2. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  3. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  4. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  5. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  6. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  7. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  8. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  9. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  10. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  11. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  12. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.
  13. For this presentation we will focus on the text input to the CC encoder/inserter
  14. For this presentation we will focus on the text input to the CC encoder/inserter
  15. For this presentation we will focus on the text input to the CC encoder/inserter
  16. For this presentation we will focus on the text input to the CC encoder/inserter
  17. Timed Text Speech can dramatically speed up the captioning and subtitling process by delivering a timed transcription file back to the user. In many cases 90% accuracy can be achieved. Timed Text Speech uses a combination of IBM Watson and Google Speech to deliver auto-transcription in 100 languages.