Overtone Singing: History, Development, and Influence in Contemporary Music
Bibliographic record
Abstract
Overtone singing also known as Throat singing, is an ancient vocal technique where a soloist produces two different tones through the resonance created by the airflow of sound through the lungs, throat, and mouth. Often associated with the Tuva population of Central Asia, this art form is also practiced by the Inuit women of North America, and in South Africa by women of the Xhosa tribe. Overtone singing is an integral part of each cultural tradition and may vary in style and meaning across cultures. Traditional performances of Overtone singing include: celebratory ceremonies, tribal dances, games, and meditation. In the last 25 years, Overtone singing has steadily made it’s way to the West influencing contemporary artists to experiment with the style, integrate it into their musical works, and collaborate with throat singing artist. This initiated the popularization of Overtone singing as it evolved from an exclusive cultural tradition performed in nature to a method of lyrical expression performed for an audience on stage. By explaining the mechanics of overtone singing, spotlighting three cultures that practice the technique, and revealing influenced contemporary artists, the reader will gain an understanding of the history, development, and the integration of throat singing in contemporary music.
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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 | 0.000 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".