CLEAR Global

CLEAR Global

@clearglobal.org

We're helping people get vital information and be heard, whatever language they speak. We run Translators without Borders, our 200,000+ community of linguists.

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Central Kanuri speech datasets available in collaboration with CIATECH Africa and Lake Chad Basin communities. 🙌🏾 3,576 recordings were produced across two workflows: 2,134 read-speech clips and 1,442 freeform spoken answers, with recording-level review status for every clip.

huggingface.cociatech-africa/central-kanuri-speech-dataset · Datasets at Hugging FaceWe’re on a journey to advance and democratize artificial intelligence through open source and open science.

Dholuo datasets now available on Hugging Face! 💬🗣️ In collaboration with Utavu Foundation, this dataset contains spontaneous Dholuo speech about agriculture and was collected on TWB Voice. The dataset is intended for speech technology research and language technology development for Dholuo. 🇰🇪🇹🇿

huggingface.coMCAA1-MSU/twb_luo_ke · Datasets at Hugging FaceWe’re on a journey to advance and democratize artificial intelligence through open source and open science.

Two thirds of the 7,000+ languages spoken today do not have a written form. In many low- and middle-income countries, colonial languages like English or French are the teaching medium, but that doesn’t mean that the majority are comfortable reading and writing them.

This is why multilingual voice technology has the power to overcome language and literacy barriers, allowing users to navigate digital spaces and access vital information in the audio form that is easiest for them.

Excited to see the launch of @codi.global's Language Infrastructure Framework, a tool for evaluating the digital experience across languages. Use it in your own work and tell us what you learn! www.codi.global/newsroom/the...

codi.globalCODI

🎉 We are excited to launch CODI’s #NEW Language Infrastructure Framework, a way to understand where languages succeed, where they struggle, and where the Internet can do better. Every layer matters. Learn more: www.codi.global/newsroom/the...

CLEAR Global reposted

🏳️‍🌈🏳️‍⚧️ June is Pride month, a time for celebration, commemoration, and protest centered on the LGBTQIA+ community. Across the world, millions of displaced and asylum-seeking LGBTQIA+ people are systematically overlooked by aid organizations.

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We urge humanitarian organizations to be true allies for the LGBTQIA+ community. Review your organization's programs and policies in light of data and lived experiences to ensure the specific needs of LGBTQIA+ people in crises, including their language preferences, are taken care of.

🙌🏾 Thank you to @intl-pride-centre.bsky.social for the information featured in this thread. 🏳️‍🌈 Photo credits: - “Dzaleka Refugee Camp, Malawi” by Dani Villanueva, CC BY-NC 2.0 - “WomDay28” by MONUSCO/Sylvain Liechti, CC BY-SA 2.0 ⁃ “IMGP8210” by ☻☺, CC BY-SA 2.0

🏳️‍🌈🏳️‍⚧️ June is Pride month, a time for celebration, commemoration, and protest centered on the LGBTQIA+ community. Across the world, millions of displaced and asylum-seeking LGBTQIA+ people are systematically overlooked by aid organizations.

Some of the countries where this marginalization is most intense are also the most linguistically diverse, compounding the threats to their safety.

CLEAR Global reposted

🇺🇬🇨🇩 With the current Ebola outbreak in Uganda and Democratic Republic of Congo, it is essential to consider the languages people speak in health communications. Swipe to see tips on our recommendations based on previous experiences.

Language data is crucial to social impact work. 🌟 Whether you're designing education programs, planning reproductive health interventions, or contributing to community services, knowing which languages people speak and where they speak them makes all the difference.

CLEAR Global reposted

By connecting expert medical content creators with skilled volunteer translators, we’re bridging gaps that would otherwise leave millions without access to essential health information. 🤝🏿

Everyone deserves the right to communicate in the language they speak. On December 10th, we celebrate #HumanRightsDay. Millions of people are excluded from basic human rights such as health, education, and crisis support simply because they speak a language that technology doesn't understand.

Since the beginning, our mission has been to ensure people access vital information, no matter what language they speak. As technology advances, speakers of a handful of languages have increased access to information and resources, while those who speak marginalized languages are left behind.

When emergency warnings, aid applications, and recovery services arrive in the wrong language, we're abandoning the communities most vulnerable to climate change. Climate action must be multilingual, or it will fail the people who need it most.

CLEAR Global believes that real impact comes from combining human expertise with scalable tools. This giving season, you can join us in building responsible AI that speaks every language, with humanity at the center. Do not let AI leave people behind. Act now. Donate today: clearglobal.org/donate

In this video, community leaders of the Tacana and Aymara people in Bolivia share their insights as well as their calls for a more inclusive disaster preparedness that includes ancestral knowledge and is designed with their needs in mind.

To understand how health services can become more effective in their communication, we interviewed members of the Rohingya community about their experiences and perspectives relating to mental health, including the words they use to talk about it. #WorldMentalHealthDay

We recommend humanitarians and health workers to develop approaches that reflect local communities' understanding and use suitable words and concepts. Read more about how Rohingya people think and talk about mental health: hubs.ly/Q03MTx4l0 📷: “Rohingya Camp” by DYKT Mohigan, CC BY 2.0

hubs.lyHow Rohingya people think and talk about mental health - CLEAR GlobalTWB interviewed Rohingya people about their mental health experiences and perspectives, including the language they use to talk about it.

The goal of this dashboard is to help humanitarian actors, development agencies, local gov'ts, community-based orgs, and other decision makers understand how to design language-inclusive early warning systems, target risk communication strategies, and allocate resources where they are most needed.

The language services and humanitarian sectors have something in common: both are going through severe changes, from the widespread use of machine technology as a replacement for humans to drastic funding cuts. The people behind these industries have been bearing the weight of these pressures.

With the recently concluded Climate Summit during the UN-General Assembly, we call for climate solutions to be inclusive and to fulfil local needs. And using the right language is crucial to fulfilling needs.