The University Malaya (UM) dataset is a text-dependent dataset. There are 39 speakers in this dataset. Each speaker has 10 utterances of a single phrase. Each speaker was asked to utter 'University Malaya' for 10 times. Speakers were from different cities of Malaysia and were studying at the University of Malaya. The age range of speakers were from 21 to 24 years. Each speaker signed a consent form about data recording and publishing. Each speaker is saved in a separate numbered directory, containing the 10 utterances each. These samples were recorded in a sound proof booth in the University of Malaya, Kuala Lumpur, Malaysia, with a sampling rate of 8 KHz, and saved in .wav format. Please cite the paper for this dataset M. Islam, M. Zilany, and A. Wissam, "Neural-Response-Based Text-Dependent speaker identification under noisy conditions," in International Conference for Innovation in Biomedical Engineering and Life Sciences, 2015, pp. 11-14: Springer.