The dataset contains 30 speakers (15 females and 15 males), with recorded utterances of single English digits from 0 to 9. The recordings are captured with the Kinect for Xbox One sensor from Microsoft. For each utterance, the video and depth streams with a frame rate of 30 fps are captured (cropped mouth region). Additionally, the audio data of the four-channel microphone array is stored.