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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AI Made Simple Christian Petters, [email protected] Solutions Architect, Amazon Web Services

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Page 1: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

AI Made Simple

Christian Petters, [email protected] Architect, Amazon Web Services

Page 2: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon AI: New Deep Learning Services

Life-like Speech

Polly LexConversational

Engine

RekognitionImage Analysis

Page 3: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon AI: New Deep Learning Services

Life-like Speech

Polly

Page 4: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Converts textto life-like speech

48 voices 24 languages Low latency,real time

Fully managed

Polly: Life-like Speech Service

Page 5: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Demo

Page 6: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Text-to-Speech Pipeline

Text

Text normalization

Grapheme-to-phoneme conversion

Waveformgeneration

Speech

Sie hat 20 € in ihrer Tasche.

Sie hat zwanzig Euro in ihrer Tasche

ˈ [ziː ˈ hat ˈ ˈ ʦvanʦɪç ˈ ˈɔɪ̯ʀo ˈ ɪn ˈ ˈiːʀɐ ˈ ˈ taʃə ˈ

Page 7: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Speech MarksSynchronize voice with visuals

Page 8: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding
Page 9: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon AI: New Deep Learning Services

RekognitionImage Analysis

Page 10: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Demo http://amzn.to/2joT9mD

Page 11: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon AI: New Deep Learning Services

LexConversational

Engine

Page 12: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Advent of Conversational Interactions

1st Gen: Punch Cards & Memory Registers

2nd Gen: Pointers & Sliders

3nd Gen: Conversational Interfaces

Page 13: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon Lex - FeaturesText and speech language understanding: powered by the same technology as Alexa

Enterprise SaaS connectors: connect to enterprise systems

Deployment to chat services

Designed for builders: efficient and intuitive tools to build conversations; scales automatically

Versioning and alias support@

Page 14: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Demohttp://amzn.to/2wZxdSm

Page 15: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon Lex - Technology

Amazon Lex

Automatic Speech Recognition (ASR)

Natural Language Understanding (NLU)

Same technology that powers Alexa

Cognito CloudTrail CloudWatch

AWS Services

ActionAWS Lambda

Authentication & Visibility

Speech API

LanguageAPI

Fulfillment

End-Users

Developers

Console

SDK

Intents, Slots,Prompts, Utterances

Input:Speech or Text

Multi-Platform Clients:Mobile, IoT, Web,

Chat

API

Output:Speech (via Polly TTS) or Text

Page 16: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Contact Flow Engine – Customer Experience Example

Ok, you are now booked for a

9:00AM departure tomorrow out of San Francisco,

arriving in Seattle at 11:45AM.

Can you please

rebook me for the

same flight tomorrow?

GreatThank you!Data

DipCRM

content

Hi Nikki Wolf,I see your flight was cancelled today. How can

I help you?

Incomingcustomer

call

Page 17: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

NATURALAmazon Lex (in preview) the same technology that

powers Alexa

DYNAMICAnswer customer

questions before theyare even asked

PERSONALContact flows adapt on a per customer basis

Ok, you are now booked for a

9:00AM departure tomorrow out of San Francisco,

arriving in Seattle at 11:45AM.

Can you please

rebook me for the

same flight tomorrow?

GreatThank you!Data

DipCRM

content

Hi Nikki Wolf,I see your flight was cancelled today. How can

I help you?

Incomingcustomer

call

Contact Flow Engine – Customer Experience Example

Page 18: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon Lex – Use CasesInformational BotsChatbots for everyday consumer requests

Application BotsBuild powerful interfaces to mobile applications

• News updates• Weather information• Game scores ….

• Book tickets• Order food• Manage bank accounts ….

Enterprise Productivity BotsStreamline enterprise work activities and improve efficiencies

• Check sales numbers• Marketing performance• Inventory status ….

Internet of Things (IoT) BotsEnable conversational interfaces for device interactions

• Wearables• Appliances• Auto ….

Page 19: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Amazon Machine Learning

Page 20: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon Machine Learning service

Page 21: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon Machine Learning service

Page 22: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon Machine Learning service

Page 23: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Amazon Machine Learning service

Page 24: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

Demohttp://amzn.to/2f5ryWu

Page 25: AI Made Simple - Amazon Web Servicesaws-de-media.s3-eu-west-1.amazonaws.com/images... · Amazon Lex -Technology Amazon Lex Automatic Speech Recognition (ASR) Natural Language Understanding

Questions?