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 […]
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 […]
Language use in Somalia: research report
Humanitarian organizations responding to acute and widespread food insecurity in Somalia lack data to understand and address language-based exclusion. Read our report and recommendations […]
Pakistan floods information gap research report – English

Facing floods in Pakistan A dangerous information gap – read the report. Flood-affected communities in Sindh and South Punjab lack the information they need […]
Pakistan Languages, Flood Risks, and Cellphone Infrastructure – key insights

Areas at high risk of flooding face varied language and communication challenges. To inform better planning and response, we compiled data on flood risk, […]
Language use in Somalia: Quantitative research findings
An analysis of language data collected in REACH’s Assessment of Hard-to-Reach Areas in Somalia. Click to read and download the report in English. These […]
Tackling language-based exclusion in the Horn of Africa hunger crisis: Lessons from Somalia
Facing the worst droughts in over 40 years, more than 37 million people in the Horn of Africa are experiencing acute hunger. They need […]
A framework for the ethical use of advanced data science methods in the humanitarian sector

This framework is designed to highlight key ethical considerations, and to provide a practical guide for exploring or implementing advanced data science methods to […]