The Significance of Percussion Instruments in Isan Thai Folk Music within the Context of Music Education and Learning
Bibliographic record
Abstract
In northeastern Thailand, the beating heart of tradition and music intertwines seamlessly. The objective of this study was to explore the significance of percussion instruments in Isan Thai folk music within the context of music education and learning. The scope of the research site spans the northeastern Provinces of Thailand. The study employs qualitative interviews with experts and practitioners, complemented by field visits and observations. The findings emphasize that Isan Thai folk music serves as a cultural bridge, nurturing mutual understanding and expressing the extraordinary occurrences within the community. Music education emerges as a pivotal tool in safeguarding the cultural heritage of Isan Thai folk music, offering students a window into diverse cultures, and enriching their appreciation of the world's cultural tapestry. Despite challenges such as a dearth of successors and waning interest among the younger generation. The preservation of Isan percussion instruments is an invaluable component of intangible cultural heritage, thus contributing substantially to the broader discourse on cultural heritage preservation and the role of music education in fostering cross-cultural appreciation and understanding.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".