Shuwa Arabic voice dataset
Voice datasets are structured collections of audio recordings paired with corresponding text transcriptions, metadata, and annotations. These datasets serve as the foundation for training […]
Kanuri TTS and ASR models
Voice datasets are structured collections of audio recordings paired with corresponding text transcriptions, metadata, and annotations. These datasets serve as the foundation for training […]
Playbook for voice data collection for low-resource languages
The TWB Voice Playbook is a practical guide to planning and managing voice data collection projects for low-resource languages. It is aimed at both […]
Chichewa synthetic voice dataset, TTS models, ASR models
Below is a curated collection of open resources for text-to-speech (TTS), automatic speech recognition (ASR), and synthetic voice datasets in the Chichewa language. Text-to-Speech […]
Hausa synthetic voice dataset, TTS models, ASR models
Below is a curated collection of open resources for text-to-speech (TTS), automatic speech recognition (ASR), and synthetic voice datasets in the Hausa language. Text-to-Speech […]
Dholuo synthetic voice dataset, TTS models, ASR models
Below is a curated collection of open resources for text-to-speech (TTS), automatic speech recognition (ASR), and synthetic voice datasets in the Dholuo language. Text-to-Speech […]
From words to impact: an evaluation of CLEAR Global’s work in northeast Nigeria from 2017 to 2025
This report presents an evaluation of our northeast Nigeria program between 2017 and 2025. The program is on standby as of June 2025 due […]
Marma TTS and text data resources
Text data This dataset contains sentences in the Marma language (ISO code: rmz), with both original and normalized forms. The dataset is designed to […]
Map of Communication and Vulnerability in Bolivia
An interactive map of language distribution and crisis risk across Bolivia. Take a look at our guidance on the data and how to use […]
Human-Centred Technology Design in Humanitarian Action
Guides on co-creating digital tools with crisis-affected people On this page, you will find two essential guides on Human-Centred Technology Design in Humanitarian Action. […]