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The science behind Amazon Prime
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In his 2020 shareholder letter, Jeff Bezos, executive chair of Amazon’s board of directors, shared that more than 200 million people around the world have a ...

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How to make on-device speech recognition practical
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Historically, Alexa’s automatic-speech-recognition models, which convert speech to text, have run in the cloud. But in recent years, we’ve been working to ...

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Spring 2021 Amazon Research Awards recipients announced
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In July 2021, Amazon notified applicants that they were recipients of the Spring 2021 Amazon Research Awards, a program that provides unrestricted funds and ...

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Using warped language models to correct speech recognition errors
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Language-related machine learning applications have made great strides in recent years, thanks in part to masked language models such as BERT: during ...

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Using synthesized speech to train speech recognizers
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In recent years, most commercial automatic-speech-recognition (ASR) systems have begun moving from hybrid systems — with separate acoustic models, ...

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“Alexa, how do you know everything?”
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How Amazon intern Michael Saxon uses his experience with automatic speech recognition models to help Alexa answer complex queries. Source link

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Estimating causality from data: How one Amazon intern used data to make an impact
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Many marketers insist their work is an art. But at Amazon, it’s art backed by science. And one group supporting that science is the Customer Behavior ...

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Using learning-to-rank to precisely locate where to deliver packages
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For delivery drivers, finding the doorstep where a package should be dropped off can be surprisingly hard. House numbers can be obscured by foliage, or they ...

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How Erica Aduh learned to love robots
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Ask any roboticist — they’ll tell you that, when it comes to robots, manipulating items can be technically challenging. In simply lifting a package, these ...

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Amazon releases new dataset for commonsense dialogue
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Recently, AI models that can engage in open-domain dialogue have made a lot of progress — the top finishers in the Alexa Prize challenge, for instance.But ...

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Creating sustainable, data-driven buildings
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Editor’s note: This article is adapted from a keynote presentation Bharathan Balaji , an Amazon senior research scientist within the company’s Devices ...

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Automated fact-checking using evidence from tables and text
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On November 10, at the fourth Fact Extraction and Verification workshop (FEVER), we will be announcing the winners of the third fact verification challenge ...

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