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Computing on private data
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Many of today’s most innovative computation-based products and solutions are fueled by data. Where those data are private, it is essential to protect them ...

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A quick guide to Amazon’s 40-plus papers at ICASSP
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As usual at the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), a plurality of Amazon’s accepted papers concentrate on ...

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ICASSP: Michael I. Jordan’s “alternative view on AI”
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Intelligence is notoriously hard to define, but when most people (including computer scientists) think about it, they construe it on the model of human ...

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How epic was that shot? Opportunity Analysis brings data to the debate
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Every week of the National Hockey League (NHL) season, fans see TV rankings of the best plays of the week, and every week, fans debate those rankings. Most ...

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More-efficient approximate nearest-neighbor search
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Many of today’s machine learning (ML) applications involve nearest-neighbor search: data are represented as points in a high-dimensional space; a query ...

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Federated learning with weak supervision for speech recognition
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Automatic-speech-recognition (ASR) models, which transcribe spoken utterances, are a key component of voice assistants. They are increasingly being deployed ...

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University of Michigan’s SEAGULL wins Alexa Prize SimBot Challenge
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Amazon today announced that a team from the University of Michigan has won the Alexa Prize SimBot Challenge. The SimBot Challenge's goal is to advance the ...

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More-inclusive speech recognition with cross-utterance rescoring
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Automatic-speech-recognition (ASR) models, which convert speech to text in voice agents, typically have two stages. The first stage involves a deep neural ...

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Can you teach a computer to smell? Osmo is trying
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At the age of 12, Alex Wiltschko bought his first perfume, Azzaro pour Homme. He’d read about it in his favorite book — Perfumes: The Guide, by Luca Turin — ...

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Paper on graph database schemata wins best-industry-paper award
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Where a standard relational database stores data in linked tables, graph databases store data in graphs, where the edges represent relationships between ...

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