SPEAKER RECOGNITION

Abstract

This research is concerned with defining a per ceptual space within which listeners locate voices, to the end that the effects of manipu lating speaker, hardware, and listener charac teristics can be measured, and eventually, that specifications for elements of the communication system can be prepared to produce the desired system characteristics. In the experiments taped speech samples were rated by listeners using Osgood's semantic differential method. Previous study indicated only four basis dimen sions were required to account for ratings given speakers on a large number of characteristics. In a second experiment, a reduced number of characteristics, selected from the original list as best representing the four necessary factors, was used by listeners to rate speakers from AFCRL's speaker library. The experimental design allowed examination of the effects on ratings due to differences between listeners, due to repe tion of the rating task, and to order of speaker presentation. Results of these examinations and the following are presented: The adequacy of original factors to account for listeners' ratings; The differentiation between speakers; The reliability of ratings; The familiarity of previously unheard voices.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1963
Accession Number
AD0407496

Entities

People

  • Gary L. Holmgren

Organizations

  • Texas Instruments

Tags

Communities of Interest

  • Space

DTIC Thesaurus Topics

  • Air Force
  • Analysis Of Variance
  • Communication Systems
  • Contracts
  • Data Science
  • Experimental Design
  • Factor Analysis
  • Frequency
  • Information Science
  • Intelligibility
  • Judgment
  • Processing Equipment
  • Psychology
  • Recording Systems
  • Reliability
  • Speech Quality
  • Square Roots

Readers

  • Computational Linguistics
  • Psychometric Testing or Psychological Assessment.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • Space