Research

The Science Behind MusicMind

Every algorithm has a citation. Cited research sources across 8 research domains power the 14-dimension MusicMind engine. Explore the data — and hear it.

16 research areas·88 cited sources·Draws on work published in Science, Nature Neuroscience, Cognition, Music Perception and by MIT Press and Oxford University Press·Data from MIT, UC Berkeley, Oxford, Queen Mary London, Uppsala, Jyväskylä, McGill, Ohio State
Music Psychology

The Science of Music & Color

Palmer, S

Click the circle of fifths to hear each key and see its scientifically-mapped color.

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Music Psychology

Chord Progressions & Emotion

De Clercq, T

Build a chord progression and hear tension + surprise change in real time.

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Music Psychology

Emotional Arcs in Music

Huron, D

Explore six emotional arc shapes and see where genres cluster in the valence-arousal space.

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Music Psychology

Tension & Resolution Science

Bigand, E

Click any chord to hear it and watch the tension meter respond in real time.

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Music Psychology

The Science of Rhythm & Groove

Witek, M

Play 8 rhythm patterns with adjustable swing, then compare any two side by side.

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Audio Science

How Your Brain Hears Music

Zwicker, E

Click Bark scale bands to hear their center frequencies, then compare perceived loudness across the spectrum.

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Music Psychology

Tempo & Emotional Response

Gabrielsson, A

Drag the BPM slider from 40 to 200 and watch emotion labels shift in real time — with an optional metronome.

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Production

Music Production Through the Decades

Deruty, E

Click through four production eras and compare their spectral fingerprints.

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Music Psychology

50+ Musical Scales from Around the World

Rechberger, H

Browse 50+ scales from every continent — click to hear each one ascending from C.

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Music Psychology

How Individual Chords Make You Feel

Lahdelma, I

Click 16 chord types to hear them and see valence, tension, and energy bars respond.

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Music Psychology

The African and Latin Roots of Modern Rhythm

Toussaint, G

Play and compare 22 clave and bell patterns from African and Latin American traditions.

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Music Psychology

Beyond Major and Minor: The Emotional World of Musical Modes

Temperley, D

Hear all seven modes ascending from C and see how their emotional color shifts from dreamy to unstable.

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Music Psychology

Harmonic Grammar & Musical Syntax

Rohrmeier, M

See harmonic grammar trees for famous chord progressions — and watch how MusicMind parses your track's harmonic syntax.

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Music Psychology

The Science of Groove

Witek, M

Hear the syncopation spectrum from "too straight" to "too complex" — and find where groove peaks.

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Music Psychology

Musical Frisson & Chills

Grewe, O

See the frisson triggers mapped across famous tracks — and discover where your music creates chills.

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Music Psychology

Neo-Riemannian Theory & Transformational Harmony

Cohn, R

Navigate the Tonnetz — click triads to hear neo-Riemannian transformations and see how your chords move through geometric space.

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How to Cite This Research

Zeltor Labs. (2025). [Article Title]. Retrieved from https://zeltorlabs.com/research/[slug]

All research pages include full academic citations. We encourage researchers and educators to cite the original papers listed in each article's sources section.

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