Artificial intelligence (AI)
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ICLR: The AI conference that helped redefine the field
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The International Conference on Learning Representations (ICLR), which will be virtual this year and begins next week, is only eight years old. But ...

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Nine videos about explainable AI in industry
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For the first time in its 26-year history, The Web Conference was held online in 2020, with content streaming interactively over both Zoom and Amazon Chime ...

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“Pseudo-labels”, negative examples help Alexa match skills to customer requests
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Alexa now has more than 100,000 skills, and to make them easier to navigate, we've begun using a technique called dynamic arbitration. For thousands of ...

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Computer vision researcher Thomas Brox enjoys university and industry roles
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Editor’s Note: This interview with Amazon scholar Thomas Brox is an edited and translated version of a story that originally appeared on the Amazon Germany ...

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ICASSP: What “signal processing” has come to mean
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The International Conference on Acoustics, Speech, and Signal Processing (ICASSP), which starts today, is now in its 45th year, and according to Google ...

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Speech synthesizer learns expressive style from one-second voice sample
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Text-to-speech (TTS) systems, like Alexa’s or the ones available to Amazon Web Services customers through Amazon Polly, convert text into synthetic speech. ...

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Five Alexa Prize finalists announced
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Introduced in 2016, the Alexa Prize is a first-of-its-kind opportunity, bringing together top academic talent from multiple universities, guided by Amazon ...

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When unsupervised training pays off in natural-language processing
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The first step in most natural-language-processing applications is tokenization, or breaking input strings into semantically relevant units. In many ...

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Speeding training of decision trees
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Gradient-boosted decision trees are a machine learning model commonly used in large-scale, online search applications because they combine high accuracy ...

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How computer vision will help Amazon customers shop online
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The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) is the premier conference in the field of computer vision, and the Amazon papers ...

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