nlu using luis and bing speech apis

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Data Platform Airlift Marco António Silva [email protected] NLU using LUIS and Bing Speech APIs 24 de fevereiro \\ Microsoft Lisbon Experience

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Page 1: NLU using LUIS and Bing Speech APIs

 

Data PlatformAirlift

Marco António [email protected]

NLU using LUIS and Bing Speech APIs

24 de fevereiro \\ Microsoft Lisbon Experience

Page 2: NLU using LUIS and Bing Speech APIs

Your feedback is important!

Page 3: NLU using LUIS and Bing Speech APIs

Microsoft Cognitive ServicesGive your apps a human side

VisionFrom faces to feelings, allow your apps to understand images and video

SpeechHear and speak to your users by filtering noise, identifying speakers, and understanding intent

KnowledgeTap into rich knowledge amassed from the web, academia, or your own data

LanguageProcess text and learn how to recognize what users want

SearchAccess billions of web pages, images, videos, and news with the power of Bing APIs

Page 4: NLU using LUIS and Bing Speech APIs

Microsoft Cognitive ServicesGive your apps a human side

VisionComputer Vision | Emotion | Face | Video

SpeechBing Speech | Custom Recognition | Speaker Recognition

KnowledgeAcademic Knowledge | Entity Linking | Knowledge Exploration | Recommendations

LanguageBing Spell Check | Language Understanding

Intelligent Services | Text Analytics | Translator | Web Language Model

SearchBing Autosuggest | Bing Image Search | Bing News Search | Bing Video Search | Bing Web Search

Cognitive Services API Collection

Page 5: NLU using LUIS and Bing Speech APIs

Microsoft Cognitive ServicesGive your apps a human side

VisionComputer Vision | Emotion | Face | Video

SpeechBing Speech | Custom Recognition | Speaker Recognition

KnowledgeAcademic Knowledge | Entity Linking | Knowledge Exploration | Recommendations

LanguageBing Spell Check | Language Understanding Intelligent Services | Text Analytics | Translator | Web Language Model

SearchBing Autosuggest | Bing Image Search | Bing News Search | Bing Video Search | Bing Web Search

Cognitive Services API Collection

Page 6: NLU using LUIS and Bing Speech APIs

What is LUIS

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What is LUIS(no not the person…)

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Who it works?

Show me best priced airfairs to SeattleHow is the weather in Seattle?

Show me news about Donald TrumpSet my alarm for tomorrow at 7am

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Who it works?

Show me best priced airfairs to SeattleHow is the weather in Seattle?

Show me news about Donald TrumpSet my alarm for tomorrow at 7am

Intent Location

Person

Date and Time

Filter

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{“entities”: [

{“entity”: “flight_delays”,“type”: “Topic”

}],“intents”: [

{“intent”: “FindNews”,“score”: 0.99853384

},{

“intent”: “None”,“score”: 0.07289317

},{

“intent”: “ReadNews”,“score”: 0.0167122427

},{

“intent”: “ShareNews”,“score”: 1.0919299E-06

}]

}

“News about flight delays”

What is an Intent?

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Understand what people meanIntegrate with Speech RecognitionGet going with only a few examplesContinuously improve LUIS over time

Language Understanding Intelligent Service

Define Intents Examples LearnPublish

Page 12: NLU using LUIS and Bing Speech APIs

And what about spoken inputs?

Show me best priced airfairs to Seattle

How is the weather in Seattle?

Show me news about Donald Trump

Set my alarm for tomorrow at 7amBing Speech API LUIS

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And what about spoken inputs?Show me best priced airfairs to SeattleHow is the weather in Seattle?Show me news about Donald TrumpSet my alarm for tomorrow at 7am

Bing Speech API LUISShow me best priced airfairs to SeattleHow is the weather in Seattle?Show me news about Donald Trump

Set my alarm for tomorrow at 7am

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DemoGithub: https://github.com/marconsilva/nluatairlift2017

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Easy

Flexible

Qual ity

Why Microsoft Cognitive Services? 

Page 16: NLU using LUIS and Bing Speech APIs

Free AzureTrial

Try SQL Server 2016http://aka.ms/trysql2016

http://aka.ms/tryazure

Try Power BIhttp://powerbi.com

Cortana Intelligence Serviceshttp://aka.ms/cortanaintelligence

Page 17: NLU using LUIS and Bing Speech APIs

Keep in touch with Microsoft Azure

Try Azure for FREE now: https://azure.microsoft.com/free/

Step by step guide to setting up Azure SQL

https://aka.ms/adc_guidetosettingupazuresql

Web Apps on Microsoft Azurehttps://aka.ms/adc_webappsazure

E-book | Azure Overviewhttps://aka.ms/adc_azureoverview

Free Manual | Microsoft Azure https://aka.ms/

adc_manualgratisazure

Understanding Data Technologies on the Cloud

https://aka.ms/adc_datatechnologiescloud

E-book | Microsoft Loves Linuxhttps://aka.ms/

adc_microsoftloveslinux

Page 18: NLU using LUIS and Bing Speech APIs

© 2016 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries.The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.