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Lexicon-free speech recognition naturally deals with the problem of out-of-vocabulary (OOV) words.
A method for unconstrained convex minimization problem with the rate of convergence O (1/kˆ 2)
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Neural machine translation of rare words with subword units
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Lexicon-free conversational speech recognition with neural networks
Andrew Maas, Ziang Xie, Dan Jurafsky, and Andrew Ng · 2015
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Librispeech: an ASR corpus based on public domain audio books
Vassil Panayotov, Guoguo Chen, Daniel Povey, and Sanjeev Khudanpur · 2015
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Deep recurrent neural networks for acoustic modelling
William Chan and Ian Lane · 2015
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Yoon Kim, Yacine Jernite, David Sontag, and Alexander M Rush · 2016
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Marta R Costa-Jussa and José AR Fonollosa · 2016
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Weight normalization: A simple reparameterization to accelerate training of deep neural networks
Tim Salimans and Durk P Kingma · 2016
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V Liptchinsky, G Synnaeve, and R Collobert · 2017
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Towards end-to-end speech recognition with deep convolutional neural networks
Ying Zhang, Mohammad Pezeshki, Philémon Brakel, Saizheng Zhang, Cesar Laurent Yoshua Bengio, and Aaron Courville · 2017
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Comparison of decoding strategies for ctc acoustic models
Thomas Zenkel, Ramon Sanabria, Florian Metze, Jan Niehues, Matthias Sperber, Sebastian Stüker, and Alex Waibel · 2017
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Character-based units for unlimited vocabulary continuous speech recognition
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Junyoung Chung, Kyunghyun Cho, and Yoshua Bengio · 2016
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Listen, attend and spell: A neural network for large vocabulary conversational speech recognition
William Chan, Navdeep Jaitly, Quoc Le, and Oriol Vinyals · 2016
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End-to-end attention-based large vocabulary speech recognition
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, and Yoshua Bengio · 2016
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Deep speech 2: End-to-end speech recognition in english and mandarin
Dario Amodei, Sundaram Ananthanarayanan, Rishita Anubhai, Jingliang Bai, Eric Battenberg, Carl Case, Jared Casper, Bryan Catanzaro, Qiang Cheng, Guoliang Chen, et al · 2016
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Character-level incremental speech recognition with recurrent neural networks
Kyuyeon Hwang and Wonyong Sung · 2016
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Lexicon free Arabic speech recognition recipe
Abdelrahman Ahmed, Yasser Hifny, Khaled Shaalan, and Sergio Toral · 2016
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Language modeling with gated convolutional networks
Yann N Dauphin, Angela Fan, Michael Auli, and David Grangier · 2016
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Peter Smit, Siva Reddy Gangireddy, Seppo Enarvi, Sami Virpioja, Mikko Kurimo, et al · 2017
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Efficient softmax approximation for GPUs
Edouard Grave, Armand Joulin, Moustapha Cissé, Hervé Jégou, et al · 2017
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Convolutional Sequence to Sequence Learning
Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, and Yann N Dauphin · 2017
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The CAPIO 2017 conversational speech recognition system
Kyu J Han, Akshay Chandrashekaran, Jungsuk Kim, and Ian Lane · 2017
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Fully Convolutional Speech Recognition
Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky, Nicolas Usunier, Gabriel Synnaeve, and Ronan Collobert · 2018
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Improved training of end-to-end attention models for speech recognition
Albert Zeyer, Kazuki Irie, Ralf Schlüter, and Hermann Ney · 2018
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State-of-the-art speech recognition with sequence-to-sequence models
Chung-Cheng Chiu, Tara N Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J Weiss, Kanishka Rao, Ekaterina Gonina, et al · 2018
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End-to-end speech recognition using lattice-free MMI
Hossein Hadian, Hossein Sameti, Daniel Povey, and Sanjeev Khudanpur · 2018
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wav2letter++: The Fastest Open-source Speech Recognition System
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, and Ronan Collobert · 2018
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