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It's All in the Data: The ML Behind Alexa's AI Systems by Sohan Maheshwar at

Amazon Alexa

Echo Dot

Speech Recognition

Alexa Skills

Natural Language Understanding

NLU

NLP

Natural Language Processing

Data Science

Artificial Intelligence

Machine Learning

ML

Deep Learning

AI

Research

Автор: ConfEngine

Загружено: 2018-09-10

Просмотров: 780

Описание: Amazon Alexa, the cloud-based voice service that powers Amazon Echo, provides access to thousands of skills that enable customers to voice control their world - whether it’s listening to music, controlling smart home devices, listening to the news or even ordering a pizza. Alexa developers use advanced natural language understanding that to use capabilities like built-in slot & intent training, entity resolution, and dialog management. This natural language understanding is powered by advanced machine learning algorithms that will be the focus of this talk.

This session will tell you about the rise of voice user interfaces and will give an in-depth look into how Alexa works. The talk will delve into the natural language understanding and how utterance data is processed by our systems, and what a developer can do to improve accuracy of their skill. Also, the talk will discuss how Alexa hears and understands you and how error handling works.

Details: https://confengine.com/odsc-india-201...
Conference: https://india.odsc.com/

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It's All in the Data: The ML Behind Alexa's AI Systems by Sohan Maheshwar at

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