Alexa
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On benchmark data set, question-answering system halves error rate
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The last few years have seen great advances in the design of language models, which are a critical component of language-based AI systems. Language models ...

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Exploring the reasons behind customer purchase decisions
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Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply ...

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Vanessa Murdock is a classical pianist turned Amazon applied scientist
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Vanessa Murdock is a manager of Applied Science on the Amazon Alexa Shopping team. Vanessa is a trained classical pianist turned information retrieval ...

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8 science-related points from Jeff Bezos’s 2019 Shareholder Letter
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Jeff Bezos, founder and CEO, Amazon On April 16, Amazon released Jeff Bezos’s 2019 Letter to ...

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Advances in text-to-speech technologies help computers find their voice
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Editor's Note: The Alexa team recently introduced a new longform speaking style so Alexa sounds more natural when reading long pieces of content, like this ...

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Locating multiple sound sources from raw audio
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Estimating the location of a sound source using only the audio captured by an array of microphones has been an active area of research for nearly four ...

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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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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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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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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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