VOCALinc

Abstract

As part of a growing trend in biometric identification, speaker recognition is becoming increasingly important to the nation s forensic laboratories, intelligence agencies, and military branches. Voice, along with other biometrics, such as fingerprints and iris patterns, is a unique characteristic that can be used to verify or identify individuals. Until recently, only spectrogram-based speaker recognition techniques were available. These techniques rely on electronically recorded speech signals, graphically represented as a function of time and frequency (i.e., a spectrogram), that analysts must manually evaluate an error-prone, subjective, inconsistent, and time-consuming process. VOCALinc, a stand-alone automated speaker recognition software developed by MIT Lincoln Laboratory, overcomes many of the issues inherent in manual techniques. Incorporating recent advances in speaker recognition technology, the software consists of a suite of speaker recognition algorithms that conduct the speaker comparisons and a graphical user interface that allows analysts to specify known data about uploaded voice samples and apply the algorithm(s) of their choice.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Oct 01, 2014
Accession Number
ADA625747

Entities

People

  • Joseph P. Campbell
  • Pedro A. Torres-carrasquillo

Organizations

  • Massachusetts Institute of Technology

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Air Force
  • Algorithms
  • Audio Files
  • Biometric Security
  • Data Sets
  • Force Protection
  • Graphical User Interface
  • Identification
  • Information Science
  • Language
  • National Security
  • Natural Language Processing
  • Recognition
  • Security
  • Standards
  • Supervised Machine Learning
  • User Interface

Fields of Study

  • Computer science

Readers

  • Database Systems and Applications
  • Speech Processing/Speech Recognition.

Technology Areas

  • AI & ML
  • Microelectronics
  • Microelectronics - Microelectromechanical Systems