Amazon Lab126 seeks an automatic way of capturing speech data and labelling a user’s location while he/she moves. The labelled data will be used for R&D and testing of audio processing algorithms employed by Amazon Echo products. The clinic team is developing a computer vision based person tracking system (including a hardware package) for the data capture use case mentioned above.