Autonomous Virtual Pop Idols: Discrete Spectral Harmonic Retrieval, Edge-Quantized Micro-SLMs, and Parasocial Communication Infrastructure

A mathematical and cyber-physical architecture for autonomous virtual pop idol franchises. Integrates Acoustic-RAG (40 kHz linear Nyquist STFT decomposition with 2,000 uniform frequency bins and 1,500-state cyclic harmonic memory), edge-quantized 0.5B Micro-SLMs with serverless SQLite hybrid vector-FTS5 retrieval for sub-10ms 1-on-1 fan communication (Bubble/Weverse protocol), and a 100% original, legally unencumbered 4-member group architecture (SOLA, VEXA, LUMEN, KAIYA).

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23868152
Primary Topic
Music Technology and Sound Studies
Type
preprint
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preprint

Autonomous Virtual Pop Idols: Discrete Spectral Harmonic Retrieval, Edge-Quantized Micro-SLMs, and Parasocial Communication Infrastructure

Raja Muhammad Ali Asghar
1 links
Zenodo (CERN European Organization for Nuclear Research)
Music Technology and Sound Studies
preprint

Autonomous Virtual Pop Idols: Discrete Spectral Harmonic Retrieval, Edge-Quantized Micro-SLMs, and Parasocial Communication Infrastructure

Raja Muhammad Ali Asghar
preprint en

Abstract

A mathematical and cyber-physical architecture for autonomous virtual pop idol franchises. Integrates Acoustic-RAG (40 kHz linear Nyquist STFT decomposition with 2,000 uniform frequency bins and 1,500-state cyclic harmonic memory), edge-quantized 0.5B Micro-SLMs with serverless SQLite hybrid vector-FTS5 retrieval for sub-10ms 1-on-1 fan communication (Bubble/Weverse protocol), and a 100% original, legally unencumbered 4-member group architecture (SOLA, VEXA, LUMEN, KAIYA).

Zenodo (CERN European Organization for Nuclear Research)
Music Technology and Sound Studies
DOIOpen Access PDFOpenAlex
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Autonomous Virtual Pop Idols: Discrete Spectral Harmonic Retrieval, Edge-Quantized Micro-SLMs, and Parasocial Communication Infrastructure — Raja Muhammad Ali Asghar · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS