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zindi-ai4d-wolof

Wolof ASR Zindi competition solution

Official site consultedAI: models

Last verified: 1 October 2026

4th-place solution to Zindi's low-resource Wolof speech recognition competition, which aims to enable public transport navigation without French literacy. It fine-tunes wav2vec2-xlsr, with decoding by an n-gram language model and nearest-neighbour search. Apache 2.0 license.

Services
  • Preprocessing, training and prediction scripts
  • run.sh script producing submission.csv
Access requirements

Open code (Apache 2.0); requires the competition data in /data and a high-RAM environment, about 6 hours runtime.

Sources