USSS-MITLL 2010 Human Assisted Speaker Recognition

Abstract

The United States Secret Service (USSS) teamed with MIT Lincoln Laboratory (MIT/LL) in the US National Institute of Standards and Technology's 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-MIT/LL 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.

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Document Details

Document Type
Technical Report
Publication Date
Oct 25, 2010
Accession Number
ADA533449

Entities

People

  • Douglas E. Sturim
  • Fred S. Richardson
  • Joseph P. Campbell
  • Reva Schwartz
  • Robert B. Dunn
  • Robert Granville
  • Wade Sen
  • William M. Campbell

Organizations

  • Massachusetts Institute of Technology

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Algorithms
  • Automatic
  • Department Of Defense
  • Detection
  • Detectors
  • Errors
  • Factor Analysis
  • False Alarms
  • Microphones
  • Noise
  • Noise Reduction
  • Recognition
  • Speech
  • Test And Evaluation
  • United States
  • United States Government

Readers

  • Computational Modeling and Simulation
  • Geospatial Intelligence and Artificial Intelligence Analytics
  • Speech Processing/Speech Recognition.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy