Abstract representation of identity and naming
TRANSPARENCY REPORT

Scientific Methodology

"Names influence perception — not destiny. We study the sound, not the soul."

Abstract

KnowYourName is a browser-based linguistic analysis engine that quantifies the phonetic, ergonomic, and symbolic properties of human names. Unlike traditional etymology or numerology, this tool applies empirical frameworks from phonosemantics (Sapir, 1929; Köhler, 1929), keyboard ergonomics (Fitts, 1954), and information theory (Shannon, 1948) to generate reproducible metrics. The engine produces measurements including Sonority Score, Bouba-Kiki Classification, Shannon Entropy, and QWERTY Typing Effort. All calculations are performed client-side with no user data transmitted to servers.

01. Method

The analysis engine processes names through five distinct modules:

  1. Grapheme-to-Phoneme Mapping: Letters are mapped to IPA phonemes using a deterministic rule-based heuristic derived from the CMU Pronouncing Dictionary (v0.7b). This ensures calculations are based on spoken sound, not spelling.
  2. Sonority Calculation: Phonemes are assigned values on a 1-10 Sonority Hierarchy (Clements, 1990). The variance of these values determines rhythmic "smoothness."
  3. Entropy Calculation: Shannon Entropy (H) is computed based on character frequency in the Oxford English Corpus (OEC 2 Billion Word dataset): H(X) = -Σ p(x) log₂ p(x).
  4. Keyboard Ergonomics: Each letter's position on a standard QWERTY layout is mapped to (x, y) coordinates. Total biometric typing distance (Fitts's Law model) and hand alternation are calculated.
  5. Bouba-Kiki Classification: Phonemes are weighted by their articulatory sharpness (plosives, fricatives → Kiki) or roundness (sonorants, labials → Bouba) following Ramachandran & Hubbard (2001).

CMU Pronouncing Dictionary

Source for grapheme-to-phoneme mappings.

Oxford English Corpus

Source for character frequency data (Entropy).

IPA Standard

Framework for phoneme classification.

Clements (1990)

Sonority Hierarchy model.

02. Results (Output Metrics)

MetricTypeInterpretation
Sonority ScoreMeasuredHigher = smoother, more melodic name.
Shannon EntropyMeasuredHigher = more distinctive/rare letter combinations.
QWERTY EffortMeasuredLower = easier to type quickly.
Bouba-Kiki ScoreHeuristicHigh = "Round/Warm", Low = "Sharp/Competent".
Gender ProbabilityStatisticalBased on historical naming trends (Barry & Harper, 1995).
Synesthesia ColorsSimulatedBased on common grapheme-color associations (Simner et al., 2006).

03. Limitations

This is NOT a fortune-telling tool.

  • We do not claim your name determines your destiny, personality, or life outcomes.
  • Correlations (e.g., between name sounds and perceived traits) are statistical tendencies, not deterministic predictions.
  • The grapheme-to-phoneme mapping is heuristic and may not accurately represent all accents, languages, or pronunciation variants.
  • Synesthesia simulation is based on population averages; individual synesthetes may have different associations.
  • We do not use Numerology. Our analysis is grounded in quantitative linguistics and acoustic physics.

We analyze the "User Interface" of your name—how it is spoken, typed, and heard—not the "Soul" of the person behind it.

04. References

📜 Scientific References

Bouba/Kiki EffectKöhler, W. (1929). Gestalt Psychology. New York: Liveright.
Sound Symbolism & SynesthesiaRamachandran, V.S. & Hubbard, E.M. (2001). Synaesthesia—a window into perception, thought and language. Journal of Consciousness Studies, 8(12), 3-34.
Frequency Code (Size/Sound)Ohala, J. J. (1994). The frequency code underlies the sound-symbolic use of voice pitch. In L. Hinton, J. Nichols & J. J. Ohala (Eds.), Sound Symbolism (pp. 325-347). Cambridge University Press.
Sonority Sequencing PrincipleClements, G. N. (1990). The role of the sonority cycle in core syllabification. Papers in Laboratory Phonology I, 283-333.
Information EntropyShannon, C. E. (1948). A Mathematical Theory of Communication. The Bell System Technical Journal, 27, 379–423.
Social StereotypesFiske, S. T., Cuddy, A. J. C., Glick, P., & Xu, J. (2002). A model of (often mixed) stereotype content: Competence and warmth respectively follow from perceived status and competition. Journal of Personality and Social Psychology, 82(6), 878–902.
Phoneme-Color AssociationsSimner, J., Ward, J., & Lanz, M. (2005). The colour of sounds: Phonetic attributes of vowels and consonants. Perception, 34, 136-136.
Sound Symbolism MechanismsSidhu, D. M., & Pexman, P. M. (2018). Five mechanisms of sound symbolism. Psychonomic Bulletin & Review, 25, 1619–1643.
Implicit Egotism / Name-Letter EffectPelham, B. W., Mirenberg, M. C., & Jones, J. T. (2002). Why Susie sells seashells by the seashore: Implicit egotism and major life decisions. Journal of Personality and Social Psychology, 83(2), 469–487.

All algorithms in this application are derived from these peer-reviewed publications.

Open science builds better tools.

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