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A general approach to solving bandit problems
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Bandit problems are problems in which an agent interacting with the environment tries to simultaneously maximize some reward and learn how to maximize that ...

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Alexa’s new speech recognition abilities showcased at Interspeech
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At this year’s Interspeech, the largest annual conference on speech-related technologies, Shehzad Mevawalla, the director of automatic speech recognition ...

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Bernhard Schölkopf wins German AI Innovation Award
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Earlier this month, the German national newspaper WELT awarded its second “German AI Prize” to Bernhard Schölkopf, in recognition of his groundbreaking ...

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Ceres: Harvesting knowledge from the semi-structured web
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Amazon was a Silver sponsor of the 2020 Conference on Information and Knowledge Management (CIKM), which provides an international forum for presentation ...

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For Neha Rungta, it’s the journey that matters
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Neha Rungta is a senior principal applied scientist in the Automated Reasoning Group with Amazon Web Services (AWS), working on formal verification ...

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New sound detection approach improves on state of the art
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Sound detection is a popular application of today’s smart speakers. Alexa customers who activate Alexa Guard when they leave the house, for instance, ...

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How Alexa scientists are advancing speech science
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Alexa is the voice activated digital assistant powering devices like Amazon Echo, Echo Dot, Echo ...

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Amazon’s new research on automatic speech recognition
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As the largest conference devoted to speech technologies, Interspeech has long been a showcase for the latest research on automatic speech recognition (ASR) ...

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Amazon Consumer Science Summit goes virtual
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COVID-19 has caused massive disruption around the globe. That includes the myriad of science conferences held each year. With the pandemic now forcing the ...

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Alexa scientists discuss relevant work in the field of conversational AI
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Alexa is the voice activated digital assistant powering devices like Amazon Echo, Echo Dot, Echo ...

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Successes, challenges and opportunities for speech technology in conversational agents
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Alexa is the voice activated digital assistant powering devices like Amazon Echo, Echo Dot, Echo ...

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More-natural prosody for synthesized speech
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At this year’s Interspeech, the Amazon text-to-speech team presented two new papers about controlling prosody — the rhythm, emphasis, melody, duration, and ...

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