Manual annotators are often used to label speech. The task is associated with high costs and with great time consumption. We suggest to reach an increased throughput while maintaining a high measure of experimental control by borrowing from the Audience Response Systems used in the film and television industries, and demonstrate a cost-efficient setup for rapid, plenary annotation of phenomena occurring in recorded speech together with some results from studies we have undertaken to quantify the temporal precision and reliability of such annotations.