<b><i>Multimodal Archives, Monophonic Futures: A </i></b><b><i>Transformer-Based Paradigm Shift in Kyrgyz Musical </i></b><b><i>Documents</i></b>

The digitisation of musical manuscripts has transformed them from static heritage assets into dynamic data capital. This study explores how digitisation enhances the cultural value of musical manuscripts in low-resource contexts, focusing on Kyrgyz instrumental traditions (küü). Grounded in the SCP-R (Structure, Culture, Performance, and Resources) model, we analyse digitisation's impact through structural, cultural, performance, and resource dimensions. We propose a three-stage"embed–reconstruct–transform" framework, leveraging 12,400 folios and 2,300 hours of audio from the Kyrgyz National Conservatory. A Kyrgyz-tuned Transformer (MusicKG-T) trained with nomadic-path contrastive learning (CMCL-Kyrgyz) demonstrates that digitisation improves accessibility and usability, significantly increasing cultural and economic value. Findings offer a reproducible workflow for Silk-Road archives and highlight implications for music education and cultural policy. Future research should validate applicability to vocal traditions and other regions.

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Publication Details

Journal
New Horizon of Education
Published
2025-09-15
DOI
https://doi.org/10.63944/jhq.nhe
Primary Topic
Diverse Musicological Studies
Type
article
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article

Multimodal Archives, Monophonic Futures: A Transformer-Based Paradigm Shift in Kyrgyz Musical Documents

Ting Li, Tong Cui, Muratova Ainura Muratovna
New Horizon of Education
Diverse Musicological Studies
article

Multimodal Archives, Monophonic Futures: A Transformer-Based Paradigm Shift in Kyrgyz Musical Documents

Ting Li, Tong Cui, Muratova Ainura Muratovna
article en

Abstract

The digitisation of musical manuscripts has transformed them from static heritage assets into dynamic data capital. This study explores how digitisation enhances the cultural value of musical manuscripts in low-resource contexts, focusing on Kyrgyz instrumental traditions (küü). Grounded in the SCP-R (Structure, Culture, Performance, and Resources) model, we analyse digitisation's impact through structural, cultural, performance, and resource dimensions. We propose a three-stage"embed–reconstruct–transform" framework, leveraging 12,400 folios and 2,300 hours of audio from the Kyrgyz National Conservatory. A Kyrgyz-tuned Transformer (MusicKG-T) trained with nomadic-path contrastive learning (CMCL-Kyrgyz) demonstrates that digitisation improves accessibility and usability, significantly increasing cultural and economic value. Findings offer a reproducible workflow for Silk-Road archives and highlight implications for music education and cultural policy. Future research should validate applicability to vocal traditions and other regions.

New Horizon of EducationVol. 1(1)
Kyrgyz State National University (KG)
Openalex Percentile: Top 73%
Diverse Musicological Studies
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<b><i>Multimodal Archives, Monophonic Futures: A </i></b><b><i>Transformer-Based Paradigm Shift in Kyrgyz Musical </i></b><b><i>Documents</i></b> — Ting Li, Tong Cui, et al. · New Horizon of Education (2025) | TGRS Research Map | TGRS