![IE Essay [J]
Automatic Speech
Translation
The Future of International Communication
Yongchan LEE
- Background
- Prospects
- Current Translation Technology
- Automatic Speech Translation
- Milestones for Future Trends
INDEX
NAME](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)
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- 1. EXPRESS YOURSELF J. How do you imagine social interaction within 10 years, taking into consideration the impact of technology on human relations? Applicant for Dual Degree International MBA & Master in Business Analytics and Big Data 2019 Yongchan LEE
- 2. IE Essay [J] Automatic Speech Translation The Future of International Communication Yongchan LEE - Background - Prospects - Current Translation Technology - Automatic Speech Translation - Milestones for Future Trends INDEX NAME
- 3. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication The Case of Korea: Two Big Problems - Inconvenience for tourists - Excessive private education costs Background
- 4. IE Essay [J] Automatic Speech Translation The Future of International Communication - Rise of automatic interpretation technology with globalization - Simple translation => Neural network - Elimination of language barrier expected within 10 years with simultaneous translation Prospects
- 5. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication Google Translate applied deep learning technology to introduce artificial neural network-based translation service. http://www.nytimes.com/2010/03/09/technology/09translate.html One email from a Korean fan became one of the reasons why Sergey Brin started to develop Google Translate. Current Translation Technology
- 6. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication Open platform strategy for applications in education, travel, and other areas. ◆ IBM Watson ◆ Google Tensorflow sdtimes.com/beansprock/new-watson-developer-cloud-services-microsoft-awards-hp-bug-bounty-new- developer-job-search-website-launched-sd-times-news-digest-feb-5-2015/ https://medium.com/@gema.parreno.piqueras/tensorflow-introduction-139faf9753c7 ◆ Systran(left) & Naver Papago(right) Current Translation Technology
- 7. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication Automatic Speech Translation - Automatic interpretation of conversations - Solution of language barriers - Consists of: ASR (Automatic Speech Recognition) SLT (Spoken Language Translation) TTS (Text-To-Speech) Spanish Voice Synthesis Spanish Voice Recognition Spanish/English Auto Translation Spanish/English Auto Translation English Voice Recognition English Voice Synthesis ◆ Interactive automatic interpretation system structure Tech Input Errors Difficulty Automatic Interpretation Voice Many High Automatic Translation Text Few Low ◆ Differences between Automatic Interpretation and Automatic Translation
- 8. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication Automatic Speech Translation Evolution of automatic translation technology Rule base machine translation (RBMT) => Statistical machine translation (SMT) => Neural machine translation (NMT) Large artificial neural network predicts likely sequencing of words, typically modeling entire sentences in a single integrated model. Source Sentence Source Sentence Source Sentence Neural Network Neural Net Neural Net SMT SMT Target Sentence Target Sentence Target Sentence Neural MT (Schwenk et el, 2006) (Devlin et el, 2014) Neural Machine Translation Operation System
- 9. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication Automatic Speech Translation Real-time Translation - Quick speed, especially for image & voice translations - Simultaneous translation for two-way communications in different languages techinasia.com/bing-translator-app-wp7-chinese-ocr-voice-translate awol.junkee.com/this-awesome-app-translates-foreign-signs-for-you/22941 How many times would you need this on your travels? Skype is now offering real time translation during calls. zayzay.com/news/skype-now-real-time-translation/
- 10. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication Milestones for Future Trends ◆ Google Androidware Google Androidware automatically translates 44 languages and displays the results on the screen. mspoweruser.com/microsoft-releases-new-translator-apps-for-ios-and-android-with-wearables-support/ ◆ ILI (Logbar) dailydot.com/debug/logbar-ili-wearable-foreign-language-translator-ces-2016/ Logbar's neck-mounted portable translator 'ILI' eliminates background noise, allowing accurate translation even in noisy environments. ◆ Pilot (Waverly Labs) Andrew developed Pilot to communicate smoothly with his French girlfriend. How romantic! (Let’s play the clip) Development of automatic translation devices
- 11. IEEssay[J]AutomaticSpeechTranslation TheFutureofInternationalCommunication Milestones for Future Trends Limitations to be overcome - Facial expression - Body language - Figurative language (e.g. metaphors) https://www.popsci.com/microsoft-makes-ai-easier Microsoft's new Emotion API can distinguish eight emotions. smh.com.au/technology/technology-news/microsoft-claims-to-decode-emotions-with-face-recognition-app-20151112-gkxydz.html
- 12. Thank you INDEX NAME - Background - Prospects - Current Translation Technology - Automatic Speech Translation - Milestones for Future Trends Yongchan LEE