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Forecasting big time series: theory and practice
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During The Web Conference in April, Amazon scientists and scholars joined external researchers, policy makers, developers and others for an all-virtual ...

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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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How Alexa knows when you’re talking to her
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Follow-up Mode makes interacting with Alexa more natural. With Follow-up Mode enabled, a customer can ask, “Alexa, what’s the weather?”, then follow up by ...

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Amazon scientists author popular deep-learning book
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Machine learning – a field of computer science that gives a computer the ability to learn – is changing the world. It’s being used to improve weather ...

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Alexa & Friends features Manoj Sindhwani, Alexa Speech vice president
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In early May, ICASSP, the world’s largest and most comprehensive science conference focused on signal processing, took place virtually. The conference ...

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Learning graph neural networks with Deep Graph Library
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In the last few years, graph neural networks (GNNs) have emerged as a promising new supervised learning framework capable of bringing the power of deep ...

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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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Making AI a planetary-scale system
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In late April, AI scientists around the world gathered in virtual attendance for the International Conference on Learning Representations (ICLR). The ...

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Firecracker: AWS’s open source, minimalist approach to serverless computing
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On May 28, Marc Brooker, AWS senior principal engineer, presented and hosted a live Q&A on Firecracker, an open source virtualization technology that's ...

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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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Body modeling scientist Javier Romero speaks to the value of scientific publishing
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Publishing articles in peer-reviewed journals is a big part of science. Published articles unveil new work, create an open exchange of ideas with other ...

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