Alexa
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Amazon-UCLA model wins coreference resolution challenge
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Voice-enabled devices with screens — like the Echo Show — are growing in popularity, and they offer new opportunities for multimodal interactions, in which ...

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The story behind how Amazon integrated Alexa into NASA’s Orion spacecraft
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In September 2018, Amazon’s principal solutions architect Philippe Lantin received a call from his manager.“He said that there was something unique on the ...

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reMARS revisited: Self-learning Alexa: ML model updates with no human in the loop
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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reMARS revisited: Human-like reasoning for an AI
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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Data-efficient continual learning in Alexa
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Three years ago, Alexa began using an industry-leading self-learning model that learns to correct improperly phrased or misheard customer queries without ...

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How a lifelong music student uses melody and lyrics to inform AI speech
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Ariadna Sanchez grew up steeped in the world of music performance and orchestra, learning to play violin at age 5 and setting her sights on a life in music. ...

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AmazonNext program hosts final project presentations at Virginia HQ2
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Students from the University of the District of Columbia (UDC) and the University of Maryland College Park (UMD) earlier this month presented their Alexa ...

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Using large language models (LLMs) to synthesize training data
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The machine learning models that power conversational agents like Alexa are typically trained on labeled data, but data collection and labeling are ...

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Ten university teams selected for Alexa Prize TaskBot Challenge 2
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Amazon today announced that ten teams from around the globe have been selected to participate in the Alexa Prize TaskBot Challenge year 2, a university ...

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reMARS revisited: Advance diversity and inclusion in voice AI with speech disentanglement
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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