Amazon Alexa: How Amazon Echo Works (2020 Latest Edition)
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A "Smart Home Skill API" is available, meant to be used by hardware manufacturers to allow users to control smart home devices. As of April 2019[update], Amazon had over 90,000 functions ("skills") available for users to download on their Alexa-enabled devices, a massive increase from only 1,000 functions in June 2016. Anyone who has access to one’s cell phone number is able to use this feature to contact them through their supported Alexa app or Echo device. Amazon responds to these concerns by stating that the devices only stream recordings from the user’s home when the ‘wake word’ activates the device. Alexa can also control several smart devices using itself as a home automation system. Developers are able to create their own smart home skills using the Alexa Skills Kit. Amazon allows developers to build and publish skills for Alexa using the Alexa Skills Kit known as Alexa Skills.
Starting in the late 1980s, however, there was a revolution in natural language processing with the introduction of machine learning algorithms for language processing. Challenges in natural language processing frequently involve speech recognition, natural language understanding, and natural-language generation. Up to the 1980s, most natural language processing systems were based on complex sets of hand-written rules. Some of the earliest-used machine learning algorithms, such as decision trees, produced systems of hard if-then rules similar to existing hand-written rules. The cache language models upon which many speech recognition systems now rely are examples of such statistical models. The following is a list of some of the most commonly researched tasks in natural language processing. Though natural language processing tasks are closely intertwined, they can be subdivided into categories for convenience.

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