ICASSP
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Cross-lingual transfer learning for bootstrapping AI systems reduces new-language data requirements
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Transfer learning is the technique of adapting a machine learning model trained on abundant data to a new context in which training data is sparse.On the ...

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Signal processor improves Echo’s bass response, loudness, and speech recognition accuracy
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Multiband dynamics processing, which separately modifies volume in different frequency bands of an audio signal, is known to improve listeners’ audio ...

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Two new papers discuss how Alexa recognizes sounds
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Last year, Amazon announced the beta release of Alexa Guard, a new service that lets customers who are leaving the house instruct their Echo devices to ...

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Using wake word acoustics to filter out background speech improves speech recognition by 15%
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One of the ways that we’re always trying to improve Alexa’s performance is by teaching her to ignore speech that isn’t intended for her.At this year’s ...

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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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Alexa & Friends features Ariya Rastrow, senior principal scientist, Alexa AI
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The Fulfillment by Amazon (FBA) team is looking for a passionate, curious, and creative Research ...

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