Sociolinguistic Research

Quantifying phonetic bias in speech

We measure the millisecond judgments listeners make before consciously processing speech content, translating acoustic metrics into institutional policy frameworks.

Investigative Tracks

Three primary research domains

Empirical sociolinguistic analysis applied across critical institutional decision gates where rapid speech evaluation impacts individual outcomes.

Judicial evaluations

Employment screening

Educational settings

Analyzing how phonetic variation and regional accents influence witness credibility ratings and jury perception in legal proceedings.

Measuring acoustic markers during candidate interviews to quantify implicit phonetic bias in professional hiring protocols.

Tracking auditory comprehension and teacher evaluation variances based on regional phonetic features in classroom environments.

Laboratory Protocol

Phonetic measurement and acoustic capture

Our laboratory isolates specific formants and pitch contours to observe how subtle acoustic shifts trigger immediate subjective scoring in controlled listener trials.

By pairing high-resolution spectrogram visualization with reaction latency metrics, we map the exact millisecond threshold where auditory perception turns into systemic bias.

Empirical Scale

Research metrics by the numbers

12,000

speech samples analyzed

8

dialect regions mapped

250ms

mean latency judgment threshold

Core Findings

Accent bias is a quantifiable metric embedded in legal, corporate, and educational evaluations.