Microsoft Azure for NLP Microsoft Azure provides a wide variety of NLP-related services for application development. Table 5-1 shows the list of cognitive services to be used to build solutions [...]
Key Phrase Extraction The Azure Cognitive Service for Language is a cloud-based collection of machine learning and AI algorithms that can be used to make smart apps that use written [...]
Sentiment Analysis Sentiment analysis is a form of opinion mining that uses natural language processing (NLP) to ascertain the underlying emotional tone of a piece of text. This is a [...]
Brand Monitoring with Sentiment Analysis Sentiment analysis is often used to get a 360-degree view of how your customers and other important people think about your brand, product, or company. [...]
JavaScript Object Notation file format JSON is a widely used file format for representing and exchanging structured data. It provides Figure 1-4 shows a JSON file that stores information about [...]
Conversational Language Understanding Conversational Language Understanding, or CLU, is a conversational AI service that is mostly used in bots to get relevant information from what users say (natural language processing). [...]
Speech Text-to-Speech The method of generating a simulated voice from text is known as “text-to-speech.” This technology is used to interact with users when it is either challenging or impossible [...]
Speech-to-Text Speech-to-text, which is also called “speech recognition,” lets audio sources be turned into text in real time. This is referred to as “computer voice recognition.” This software can convert [...]
Speech Translation Text is produced from audio input using speech recognition. For this method to work, you have to understand how dialects, slurs, intonation, and grammar are used in everyday [...]
Translator Text translation is the key capability of the translator workload in NLP. Text translation is a cloud-based REST API part of the Translator service. It uses neural machine translation [...]