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  • Soundify assists users in matching sound effects (in bold) and ambients (in italics) to video, and helps dynamically adjust panning and volume by localizing "sound emitters".

    Soundify

    PROJECT

    In the art of video editing, sound is really half the story. Through formative interviews with professional editors (N=10), we found that the ...

  • screenshot of the Jigsaw prototyping system

    Jigsaw: Supporting Designers to Prototype Multimodal Applications by Assembling AI Foundation Models

    PROJECT

    Recent advancements in AI foundation models have made it possible for them to be utilized off-the-shelf for creative tasks, including ideating...

  • Wikibench illustration of a bench made up of the 8 puzzle pieces from the wiki logo

    Wikibench

    PROJECT

    AI tools are increasingly deployed in community contexts. However, datasets used to evaluate AI are typically created by developers and annota...

  • hcii logo watermark

    What Makes Digital Support Effective?

    PROJECT

    Online mental health support communities have grown in recent years for providing accessible mental and emotional health support through volun...

  • hcii-logo-watermark

    Shaping Online Dialogue

    PROJECT

    Community rules play a key part in enabling or constraining the behaviors of members in online communities. However, little is unknown regardi...

  • illustration with many headlines from various online news sources

    Measuring the stigmatizing effects of a highly publicized event on online mental health discourse

    PROJECT

    Media coverage has historically played an influential and often stigmatizing role in the public’s understanding of mental illness through harm...

  • illustration of 2 gears side by side with the Louisiana Department of Education logo in the center of the gear on the left and CMU logo in the center of the gear on the right

    Enhance Project

    PROJECT

    In the Enhance Project, learning scientists collaborate with education agencies to improve how states assess their students. Drawing upon the ...

  • Researchers in the HCII used comics to explore how community-centered AI design can include both the people experiencing homelessness and the frontline workers who use AI to help them.

    CMU Researchers Use Comics To Explain AI-Supported Public Housing System to People Who Need It Most

    NEWS

    As artificial intelligence becomes more accessible and prevalent in everyday life, the humans who use it should still be central to its implementation, even if they don't have a tech...

  • Zeno combines a Python API with an interactive user interface, which empowers users to explore, visualize and analyze data and ML model performance across custom use cases.

    CMU Researchers Release Zeno for Machine Learning Model Evaluation

    NEWS

    A team of Carnegie Mellon University researchers has released a new interactive platform for data management and machine learning (ML) evaluation called Zeno....

  • New CMU-led research has developed a model that can predict how stay-at-home orders affect the mental health of people with chronic neurological disorders.

    Machine Learning Model Predicts Health Conditions of People With MS During Stay-at-Home Periods

    NEWS

    Research led by Carnegie Mellon University has developed a model that can accurately predict how stay-at-home orders like those put in place during the COVID-19 pandemic affect the m...

  • color icons representing the design of interactive training interfaces, models, and organizations

    Studying and designing for human-AI collaborative work in real-world contexts

    PROJECT

    Across a range of real-world contexts, we are studying how AI is currently being designed and used to augment or transform worker practices. M...