HTAD: A Wrist Accelerometer and Audio Features Dataset of Home Tasks Activities

The dataset was collected from a wrist accelerometer and audio. The dataset contains common home tasks activities like sweeping, brush teeth, watch t.v., wash hands, etc. In order to protect users' privacy, we only include audio data after feature extraction. For accelerometer data we include the raw data and features. This dataset is beneficial for the activity recognition community and other researchers interested in wearable sensor data processing. The dataset can be used for machine learning classification problems, specially those that involve the fusion of different modalities.