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Defining the technology of today and tomorrow.

Philosophy

We strive to create an environment conducive to many different types of research across many different time scales and levels of risk.
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Philosophy

People

Our researchers drive advancements in computer science through both fundamental and applied research.
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People
Research areas

Explore all research areas

Explore all research areas

Foundational ML & Algorithms

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Computing Systems & Quantum AI

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Science, AI & Society

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization
Projects

We regularly open-source projects with the broader research community and apply our developments to Google products.
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Projects

Publications

Publishing our work allows us to share ideas and work collaboratively to advance the field of computer science.
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Publications

Resources

We make products, tools, and datasets available to everyone with the goal of building a more collaborative ecosystem.
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Resources
Shaping the future, together.
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Student programs

Supporting the next generation of researchers through a wide range of programming.
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Student programs

Faculty programs

Participating in the academic research community through meaningful engagement with university faculty.
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Faculty programs

Conferences & events

Connecting with the broader research community through events is essential for creating progress in every aspect of our work.
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Conferences & events

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Careers
Blog

Joseph Roth

Joseph Roth

Research Areas

Machine Perception

Authored Publications

Google

AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection

Joseph Roth

Sourish Chaudhuri

Ondrej Klejch

Radhika Marvin

Andrew C. Gallagher

Liat Kaver

Sharadh Ramaswamy

Arkadiusz Stopczynski

Cordelia Schmid

Zhonghua Xi

Caroline Pantofaru

ICASSP, IEEE (2020)

Modeling Uncertainty with Hedged Instance Embedding

Seong Joon Oh

Kevin Murphy

Jiyan Pan

Joseph Roth

Florian Schroff

Andrew C. Gallagher

ICLR 2019 (2019)

AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies

Sourish Chaudhuri

Joseph Roth

Dan Ellis

Andrew C. Gallagher

Liat Kaver

Radhika Marvin

Caroline Pantofaru

Nathan Christopher Reale

Loretta Guarino Reid

Kevin Wilson

Zhonghua Xi

Proceedings of Interspeech, 2018

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