ICASSP
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Amazon’s 36 ICASSP papers touch on everything audio
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The International Conference on Acoustics, Speech, and Signal Processing (ICASSP) starts next week, and as Alexa principal research scientist Ariya ...

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Question answering as a “lingua franca” for transfer learning
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Few-shot learning is a technique in which we attempt to learn a general machine learning model for a set of related tasks and then customize it to new tasks ...

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Two new approaches to synthesizing speech with appropriate prosody
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At ICASSP 2021, the Amazon text-to-speech team presented two new papers about synthesizing speech from text with contextually appropriate prosody — the ...

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A quick guide to Amazon’s 50-plus ICASSP papers 2022
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Amazon researchers have more than 50 papers at this year’s International Conference on Acoustics, Speech, and Signal Processing (ICASSP). A plurality of ...

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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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Amazon Text-to-Speech group’s research at ICASSP 2022
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The automatic conversion of text to speech is crucial to Alexa: it’s how Alexa communicates with customers. The models developed by the Amazon ...

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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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Alexa AI’s natural-language-understanding papers at ICASSP 2022
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The International Conference on Acoustics, Speech, and Signal Processing (ICASSP), which wrapped up late last month, focuses, as its name suggests, on ...

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Neural encoding enables more-efficient recovery of lost audio packets
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Packet loss is a big problem for real-time voice communication over the Internet. Everyone has been in the situation where the network is becoming ...

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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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