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A Bach music generator with Artificial Intelligence. This model is made by a VQ-VAE + Transformer (decoder-only). Sequences of midi 1 quarter length are compressed into 16 codebooks via VQ-VAE and a transformer learns how to generate the codebooks sequence to obtain a midi score.
A computational music analysis project using music21 to parse and structurally analyse fugues by J.S. Bach, with D. Shostakovich as a comparative modern reference. The project visualises thematic and harmonic patterns through circular music notation and Markov chain analysis, revealing structural patterns and stylistic tendencies across composers.
Research proposing the Threshold Recursive Isomorphism Hypothesis (TRIH): reduction → self-reference → emergence as a structural isomorphism across Escher, Bach, Gödel, and Transformers.
Este repositorio contiene una arquitectura sintáctica funcional para IA basada en la distribución operativa del lenguaje. No se trata de un personaje ni de un prompt en sentido tradicional, sino de una *estructura idiomática compuesta* que define comportamiento, jerarquía, tono y restricciones a través del uso simultáneo de múltiples lenguas.