text: We summarize the motivation for this effort , the goals , the implementation of a multi-site data collection paradigm , and the accomplishments of MADCOW in monitoring the collection and distribution of 12,000 utterances of [[ spontaneous speech ]] from five sites for use in a << multi-site common evaluation of speech , natural language and spoken language >> .