Adam Coates

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Baidu, Inc.

Operating Partner at Khosla Ventures

Principled Hybrids of Generative and Discriminative Domain Adaptation

We propose a probabilistic framework for domain adaptation that blends b...

05/25/2017 ∙ by Han Zhao, et al. ∙ 0 ∙ share

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An Empirical Evaluation of Deep Learning on Highway Driving

Numerous groups have applied a variety of deep learning techniques to co...

04/07/2015 ∙ by Brody Huval, et al. ∙ 0 ∙ share

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Deep learning for class-generic object detection

We investigate the use of deep neural networks for the novel task of cla...

12/24/2013 ∙ by Brody Huval, et al. ∙ 0 ∙ share

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Cold Fusion: Training Seq2Seq Models Together with Language Models

Sequence-to-sequence (Seq2Seq) models with attention have excelled at ta...

08/21/2017 ∙ by Anuroop Sriram, et al. ∙ 0 ∙ share

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Exploring Neural Transducers for End-to-End Speech Recognition

In this work, we perform an empirical comparison among the CTC, RNN-Tran...

07/24/2017 ∙ by Eric Battenberg, et al. ∙ 0 ∙ share

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Reducing Bias in Production Speech Models

Replacing hand-engineered pipelines with end-to-end deep learning system...

05/11/2017 ∙ by Eric Battenberg, et al. ∙ 0 ∙ share

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Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting

Keyword spotting (KWS) constitutes a major component of human-technology...

03/15/2017 ∙ by Sercan O. Arik, et al. ∙ 0 ∙ share

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Deep Voice: Real-time Neural Text-to-Speech

We present Deep Voice, a production-quality text-to-speech system constr...

02/25/2017 ∙ by Sercan O. Arik, et al. ∙ 0 ∙ share

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Active Learning for Speech Recognition: the Power of Gradients

In training speech recognition systems, labeling audio clips can be expe...

12/10/2016 ∙ by Jiaji Huang, et al. ∙ 0 ∙ share

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Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

We show that an end-to-end deep learning approach can be used to recogni...

12/08/2015 ∙ by Dario Amodei, et al. ∙ 0 ∙ share

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Deep Speech: Scaling up end-to-end speech recognition

We present a state-of-the-art speech recognition system developed using ...

12/17/2014 ∙ by Awni Hannun, et al. ∙ 0 ∙ share

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Adam Coates

Featured Co-authors

Yi Li

Tao Wang

Yi Wang

Chong Wang

Bryan Catanzaro

Junjie Hu

Andrew Y. Ng

Han Zhao

Sercan O. Arik

Erich Elsen

Dani Yogatama

Principled Hybrids of Generative and Discriminative Domain Adaptation

An Empirical Evaluation of Deep Learning on Highway Driving

Deep learning for class-generic object detection

Cold Fusion: Training Seq2Seq Models Together with Language Models

Exploring Neural Transducers for End-to-End Speech Recognition

Reducing Bias in Production Speech Models

Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting

Deep Voice: Real-time Neural Text-to-Speech

Active Learning for Speech Recognition: the Power of Gradients

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

Deep Speech: Scaling up end-to-end speech recognition