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Ariya Rastrow

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Alexa Machine Learning, Amazon, USA

End-to-End Spoken Language Understanding using RNN-Transducer ASR

Jul 08, 2021
Anirudh Raju, Gautam Tiwari, Milind Rao, Pranav Dheram, Bryan Anderson, Zhe Zhang, Bach Bui, Ariya Rastrow

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Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio

Jun 28, 2021
Gokce Keskin, Minhua Wu, Brian King, Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas

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Attention-based Contextual Language Model Adaptation for Speech Recognition

Jun 02, 2021
Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe

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Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End

May 14, 2021
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo

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Wav2vec-C: A Self-supervised Model for Speech Representation Learning

Mar 09, 2021
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas

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Personalization Strategies for End-to-End Speech Recognition Systems

Feb 15, 2021
Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

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Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding

Feb 12, 2021
Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke

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Sparsification via Compressed Sensing for Automatic Speech Recognition

Feb 09, 2021
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow, .

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