the future of ai - idc herzelia
TRANSCRIPT
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IDC - Herzelia
January 2018
The future of AIBoaz Ziniman – Technical Evangelist, AWS
@ziniman
boaz.ziniman.aws
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The difficulty comes in writing software that will make sense
of the data
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Artificial Intelligence
A system or service which can perform tasks that usually require human intelligence
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Artificial Intelligence at Amazon
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25,000 skills
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And a few more examples…
Fraud detection Detecting fraudulent transactions, filtering spam emails, flagging suspicious reviews, …
Personalization Recommending content, predictive content loading, improving user experience, …
Targeted marketing Matching customers and offers, choosing marketing campaigns, cross-selling and up-selling, …
Content classification Categorizing documents, matching hiring managers and resumes, …
Churn prediction Finding customers who are likely to stop using the service, free-tier upgrade targeting, …
Customer support Predictive routing of customer emails, social media listening, …
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Machine Learning On AWS Today
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VI S I ON LANGUAGE
A P P L I C A T I O N S E R V I C E S
Amazon Rekognition Image Amazon Polly Amazon Lex
Amazon Rekognition Video Amazon Transcribe Amazon Translate Amazon ComprehendNEW NEWNEWNEW
Amazon AI EcosystemU
SABI
LITY
&
SIM
PLIC
ITY
CON
TRO
L
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Can We Help CustomersPut Intelligence At The Heart Of Every Application & Business?
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VI S I ON LANGUAGE
A P P L I C A T I O N S E R V I C E S
Amazon Rekognition Image Amazon Polly Amazon Lex
Amazon Rekognition Video Amazon Transcribe Amazon Translate Amazon ComprehendNEW NEWNEWNEW
Amazon AI Ecosystem
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Smiling?
Facial Analysis
(Deep) Learning from a Masterpiecehttp://bit.ly/MonaLisaAI
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Celebrity Recognition
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R e a l - t i m e a n d b a t c h v i d e o a n a l y t i c sGeneral ly avai lable today
NEW! Amazon Rekognition Video
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AMAZON REKOGNITION VIDEO
A M A Z O N R E K O G N I T I O N V I D E O
Video in. People, activities, and details out.
Objects and scenes
Facial analysis and recognition
Inappropriate content detection
Celebrity recognition
Person tracking
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Amazon Polly
“Today in Seattle, WA it’s 11°F”
“Today in Seattle Washington it’s 11 degrees Fahrenheit”
Amazon Polly: Text In, Life-like Speech Out
52 voices across 25 languages
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A Focus On Voice Quality & Pronunciation
1. Automatic, Accurate Text Processing• “Today in Seattle, WA, it’s 11°F”
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A Focus On Voice Quality & Pronunciation
1. Automatic, Accurate Text Processing2. Intelligible and Easy to Understand
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A Focus On Voice Quality & Pronunciation
1. Automatic, Accurate Text Processing2. Intelligible and Easy to Understand3. Add Semantic Meaning to Text
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https://www.w3.org/TR/speech-synthesis/
<speak>The spelling of my name is
<prosody rate='x-slow'><say-as interpret-as="characters">Boaz</say-as>
</prosody></speak>
A Focus On Voice Quality & Pronunciation
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Voice Modification: Vocal Tract Length
<speak>This is Brian without any voice modifications.<amazon:effect vocal-tract-length="+15%"> Imagine now that I got bigger… </amazon:effect> <amazon:effect vocal-tract-length="+25%"> Suppose that I got even bigger still… </amazon:effect>Now let's go back and hear the effect when I go in the opposite direction.<amazon:effect vocal-tract-length="-15%"> Can you tell that I'm getting smaller? </amazon:effect> <amazon:effect
vocal-tract-length="-25%"> Now I'm even smaller than before. </amazon:effect> </speak>
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Navigation
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AI Radio Announcer
• FM Wakayama: Japanese radio station
• Amazon Polly Japanese voices are used for
regularly scheduled broadcasts throughout
the week
• Emergency broadcast during 12/09 Typhoon
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A u t o m a t i c s p e e c h r e c o g n i t i o n
Avai lable in preview today
NEW!A m a z o n T r a n s c r i b e
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A u t o m a t i c a l l y t r a n s l a t e s t e x t b e t w e e n l a n g u a g e s
Avai lable in preview today
A m a z o n T r a n s l a t e
NEW!
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Buy what does all this text mean?
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F u l l y m a n a g e d n a t u r a l l a n g u a g e p r o c e s s i n g
General ly avai lable today
NEW!A m a z o n C o m p r e h e n d
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STORM
WORLD SERIES
STOCK MARKET
WASHINGTON
LIBRARY OFNEWS ARTICLES
Amazon Comprehend
Discover valuable insights from text
Amazon Comprehend
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End to end language solutions
Person Speaks in English
Transcribe voice to text in English
Translate text to Spanish
Speak in Spanish
Amazon Transcribe Amazon Translate Amazon Polly
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DEMO
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The difficulty comes in writing software that will make sense
of the data
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Thank you!@ziniman
boaz.ziniman.aws