NLP workloads Flashcards
Natural Language Processing four services
Text Analytics
Translator text
Speech
Language Understanding Intelligent Service (LUIS)
Azure Text Analytics (within NLP) services
Language Detection
Sentiment Analysis
Key phrase extraction
Named Entity recognition
Text Analytics accepted fields in JSON API calls
Language name (not needed in Language detection)
Document id
Text for analysis
Azure Speech services
Speech-to-text
Text-to-speech
Speech translation
Voice Recognition
Two stages of LUIS
Authoring (model creation and training)
Prediction (publishing and using the model)
Speech recognition essential models
The Acoustic
The Language
Speech recognition vs. Speech synthesis
Speech recognition converts audio to words (can recognize speakers)
Speech synthesis vocalize a text content
Services that provide wikipedia response to text analysis
Entity recognition
Two SDK languages you can select for the bot template
C#
Node.js
Text Analytics Sentiment API sentiments (3)
positive
neutral
negative
Virtual Assistant required main components (3)
Azure Bot Service
Bot Framework
Knowledge base
A service that provide User Interface for a Conversational AI Agent
Azure bot service
