Albert Haque

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Stanford University

End-to-End Spoken Language Translation

In this paper, we address the task of spoken language understanding. We ...
04/23/2019 ∙ by Michelle Guo, et al. ∙ 0 ∙ share

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Audio-Linguistic Embeddings for Spoken Sentences

We propose spoken sentence embeddings which capture both acoustic and li...
02/20/2019 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Twitch Plays Pokemon, Machine Learns Twitch: Unsupervised Context-Aware Anomaly Detection for Identifying Trolls in Streaming Data

With the increasing importance of online communities, discussion forums,...
02/17/2019 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference

Homomorphic encryption enables arbitrary computation over data while it ...
11/25/2018 ∙ by Edward Chou, et al. ∙ 0 ∙ share

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A Fully Private Pipeline for Deep Learning on Electronic Health Records

We introduce an end-to-end private deep learning framework, applied to t...
11/25/2018 ∙ by Edward Chou, et al. ∙ 0 ∙ share

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Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images

Computer-vision hospital systems can greatly assist healthcare workers a...
11/25/2018 ∙ by Edward Chou, et al. ∙ 0 ∙ share

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Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions

With more than 300 million people depressed worldwide, depression is a g...
11/21/2018 ∙ by Albert Haque, et al. ∙ 8 ∙ share

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Automatic Documentation of ICD Codes with Far-Field Speech Recognition

Documentation errors increase healthcare costs and cause unnecessary pat...
04/30/2018 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Conditional End-to-End Audio Transforms

We present an end-to-end method for transforming audio from one style to...
03/30/2018 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance

One in twenty-five patients admitted to a hospital will suffer from a ho...
08/01/2017 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Recurrent Attention Models for Depth-Based Person Identification

We present an attention-based model that reasons on human body shape and...
11/22/2016 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Towards Viewpoint Invariant 3D Human Pose Estimation

We propose a viewpoint invariant model for 3D human pose estimation from...
03/23/2016 ∙ by Albert Haque, et al. ∙ 0 ∙ share

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Albert Haque

Featured Co-authors

Li Fei-Fei

Alexandre Alahi

Serena Yeung

Prateek Verma

Thao Nguyen

Daniel Lévy

Michelle Guo

Zelun Luo

Edward Chou

Arnold Milstein

Josh Beal

End-to-End Spoken Language Translation

Audio-Linguistic Embeddings for Spoken Sentences

Twitch Plays Pokemon, Machine Learns Twitch: Unsupervised Context-Aware Anomaly Detection for Identifying Trolls in Streaming Data

Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference

A Fully Private Pipeline for Deep Learning on Electronic Health Records

Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images

Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions

Automatic Documentation of ICD Codes with Far-Field Speech Recognition

Conditional End-to-End Audio Transforms

Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance

Recurrent Attention Models for Depth-Based Person Identification

Towards Viewpoint Invariant 3D Human Pose Estimation