USSS-MITLL 2010 Human Assisted Speaker Recognition

The United States Secret Service USSS teamed with MIT Lincoln Laboratory MITLL in the US National Institute of Standards and Technologys 2010 Speaker Recognition Evaluation of Human Assisted Speaker Recognition HASR. We describe our qualitative and automatic speaker comparison processes and our fusion of these processes, which are adapted from USSS casework. The USSS-MITLL 2010 HASR results are presented. We also present post-evaluation results. The results are encouraging within the resolving power of the evaluation, which was limited to enable reasonable levels of human effort. Future ideas and efforts are discussed, including new features and capitalizing on naive listeners.