This dataset contains Mooré speech recordings collected and used for the development and preliminary evaluation of a voice-centered mobile application for English language learning in Burkina Faso. The recordings support a closed-vocabulary speech-recognition component based on MFCC features and BiLSTM models. The dataset is provided for research and educational purposes.