@article{roy2006the, author = {Roy, Deb and Patel, Rupal and DeCamp, Philip and Kubat, Rony and Fleischman, Michael and Roy, Brandon and Mavridis, Nikolaos and Tellex, Stefanie and Salata, Alexia and Guinness, Jethran and Levit, Michael and Gorniak, Peter}, title = {The Human Speechome Project}, year = {2006}, month = {June}, abstract = {The Human Speechome Project is an effort to observe and computationally model the longitudinal course of language development for a single child at an unprecedented scale. The idea is this: Instrument a child’s home so that nearly everything the child hears and sees from birth to three is recorded. Develop a computational model of language learning that takes the child’s audio-visual experiential record as input. Evaluate the model’s performance in matching the child’s linguistic abilities as a means of assessing possible learning strategies used by children in natural contexts. First steps of a pilot effort along these lines are described including issues of privacy management and methods for overcoming limitations of fully-automated machine perception.}, url = {http://approjects.co.za/?big=en-us/research/publication/the-human-speechome-project/}, journal = {Cognitive Science}, }