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Amazon Alexa’s new wake word research at Interspeech

Work aims to improve accuracy of models both on- and off-device.Read More

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Nine university teams selected to compete in the Alexa Prize Socialbot Grand Challenge 4

Fourth challenge features four new teams.Read More

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How Amazon scientists are helping the Scout delivery device find a path to success

Navigation, perception, simulation — three key components to giving Amazon Scout true independence.Read More

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More-natural prosody for synthesized speech

Prosody transfer technique addresses the problem of “source speaker leakage”, while prosody selection model better matches prosody to semantic content.Read More

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Successes, challenges and opportunities for speech technology in conversational agents

Watch the replay of Shehzad Mevawalla’s Interspeech 2020 keynote talk.Read More

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Alexa scientists discuss relevant work in the field of conversational AI

Watch the replay of the Interspeech 2020 industry forum session.Read More

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Amazon Consumer Science Summit goes virtual

COVID-19-induced trend toward virtual conferences may change how science is conducted.Read More

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Amazon’s new research on automatic speech recognition

Interspeech papers include novel approaches to speaker identification and the training of end-to-end speech recognition models.Read More

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How Alexa scientists are advancing speech science

Watch as four Amazon Alexa scientists talk about current state, new developments, and recent announcements surrounding advancements in Alexa speech technologies.Read More

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New sound detection approach improves on state of the art

Knowledge distillation technique for shrinking neural networks yields relative performance increases of up to 122%.Read More

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Recent Posts

  • Overcoming Vocabulary Constraints with Pixel-level Fallback
  • Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
  • AXLearn: Modular Large Model Training on Heterogeneous Infrastructure
  • ILuvUI: Instruction-Tuned Language-Vision Modeling of UIs from Machine Conversations
  • Advanced fine-tuning methods on Amazon SageMaker AI

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