Automatic speech recognition (ASR)
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On-device speech processing makes Alexa faster, lower-bandwidth
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At Amazon, we always look to invent new technology for improving customer experience. One technology we have been working on at Alexa is on-device speech ...

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The engineering behind Alexa’s contextual speech recognition
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Automatic speech recognition (ASR) is the conversion of acoustic speech to text, and with Alexa, the core ASR model for any given language is the same ...

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Alexa’s speech recognition research at ICASSP 2022
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This week, the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) got under way in virtual form, to be followed by an ...

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RescoreBERT: Using BERT models to improve ASR rescoring
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When someone speaks to a voice agent like Alexa, an automatic speech recognition (ASR) model converts the speech to text. Typically, the core ASR model is ...

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Why Amazon Scholar Yossi Keshet remains “excited about speech”
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Twenty years ago — well before the deep-learning revolution — Yossi Keshet, an Amazon Scholar and associate professor of electrical and computer engineering ...

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A quick guide to Amazon’s 40-plus papers at Interspeech 2022
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Of Amazon’s more than 40 papers at this year’s Interspeech, automatic speech recognition and text-to-speech account for about half. But the others cover a ...

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Interspeech 2022: The growth of interdisciplinary research
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When Penny Karanasou presented her first paper at Interspeech, in 2010, she was a PhD student in computer science, writing a thesis on automatic speech ...

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Alexa speech science developments at Interspeech 2022
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Interspeech, the world’s largest and most comprehensive conference on the science and technology of spoken-language processing, took place this week in ...

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SLT-Code: A new hackathon to promote language diversity in speech technology
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Nowadays, speech technology permeates our everyday life. From smart-home devices to in-car navigation systems to chatting with friends on the other side of ...

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The science behind the new “Alexa, what should I watch?” Fire TV experience
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"What should I watch?"In an entertainment universe filled with a rapidly expanding catalog of shows across myriad channels and apps, this might be one of ...

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