Storming Global Language Barriers with Hi-Tech / Hi-Touch Video Subtitles
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More people, culture and languages are connecting to the internet in one way or another, so how do you translate those differences into opportunities to share information, knowledge, and affinity with 4 Billion newbies? Clue:Technology. even Artificial Intelligence, cannot do it all. We need High-Touch / Hi-Tech models like Dotsub.com
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Storming Global Language Barriers with Hi-Tech / Hi-Touch Video Subtitles
- 1. Storming Global Language Barriers Peter S. Crosby @pscrosby Digital Leaders NYC | July 2013
- 2. World Languages: how many?
- 3. Most Populous Native Languages in the World - out of 6,700 Languages!
- 4. Global Internet Usage: 75% non-USA
- 5. New International Internet Domains First four new top-level domains - all non-roman character based: • .net in Arabic: •.game in Chinese: 游戏 •.online in Russian: онлайн •.site in Russian: сайт
- 6. Global Internet Penetration: only 34%
- 8. Machine Translation Now •Google Translate = 200 million use people daily •57th language added was Cherokee (<10k speakers) •Text-to-Text: Machine Translations (MT), Translation Memories (TM), word pairs, big data, algorithms •Audio-to-Text: Linguistics, Speech Recognition, Natural Language Processing, Computer Learning, Artificial Intelligence?*
- 9. 60 Years of Speech Recognition = IBM’s Watson wins!
- 10. Key Artificial Intelligence Test * Turing Test: “no discernible difference between conversation generated by a machine and that of an intelligent person.” ~ Alan Turing, UK, 1940s Success by 2029, says futurist Ray Kurzweil (Singularity) No way, says Mitch Kapor (Lotus Notes) = $20,000 Bet* Completely Automated Public Turing test to tell Computers & Humans Apart CAPTCHA = 200m words / day
- 11. Mobile-cellular Subscriptions = 6.8 billion * Estimates by International Telecommunication Union (ITU) World in 2013 Facts
- 13. 3.3 Billion people live in villages… …without high-speed connection to the world. Video4Villages
- 14. Video4Villages • Mission to empower 1 Billion women globally with access to health, knowledge, and skills. • Local languages will be subtitled and voice-dubbed by regional students, workforce trainees, and volunteers using Dotsub’s global platform. • Health Phone pilot: natal heath care information with videos in local languages available on micro SD chips. • Video content of any type – in any source language – can then be localized and made available for all.
- 15. Massive Online Open Course (MOOCs): Stanford 165k Students | 190 Countries | 40 Languages
- 16. The Rosetta Project • 60%-90% of the 6,700 languages in the world predicted to disappear by 2100 • Most have little or no documentation • The Rosetta Project: public digital library of human languages • 14,000 pages / >1,500 languages • Hi-Tech / Hi-Touch Intelligence • “Artifact for the Future” The Rosetta Project
- 17. Turing Test of Artificial Intelligence by 2029?* No? Yes?
- 18. Peter S. Crosby – peter@dosub.com – 650-533-3313 Thanks from !
Notas do Editor
- Head of Enterprise SalesDotsub enables any language to be added to any video for many screens in many waysWe’re NYC-based, but I’ve mostly lived in California, with years Japan, China and MozambiqueNatural interest in languages
- How many languages in the world?Not dialects like youse guys want cawfeethough any language is deeply tied to identityOK, how many?
- 6,700!1Billion speak ChineseMore than 2B speak English as second languageBut only 400 languages have more than 1M speakersSo most people speak “other,” in fact 4BBut many of those languages are dying out, and with it culture, history and heritage
- WHY important to you?Because vast majority of users coming from outside USAThat’s growing fast and faster
- Two thirds of the world is not connected.India only 11%, Indonesia 23%,China 50% = 2Billion moreNow here comes rest of the world, how do we manage that?
- Sci-fi since 1940sOnly for Alien languages
- Finest example of Natural Language Processing, but is it AI?200Mpages / 400 terabytes data– all Wikipedia; Now Sloan Kettering Lung Cancer diagnosis & treatment
- Used to confirm scanned word images for Google Books Project.Luis von Ahn now using similar word matching tech for Duolingo
- 96% globally; 89% in G20 countries; 12.8% in developing countries; >50% in Asia-Pacific (3.5 billion).
- SayHi /JibbiGO / MilitaryEven live interpretation BabelverseBut real-time cloud connection is requiredStar Trek says circa2266
- MUNDARI, KORKU, GARO, DOGRI = CARRY A WATSON
- Hi-Tech + Hi-Touch– MOOCs are big now: edX, Coursera, Khan Academy, UdacityHelps build translation skills, cross cultural understanding And PRESERVE LANGUAGES
- 6,700 languagesMost left out, many will disappearPhysical disk -> shot into space -> Artifact for futureOr can we rely on AI?