---
pretty_name: Overtone Singing (Preview)
license: cc-by-nc-4.0
size_categories: [n<1K]
tags:
  - audio
  - music
  - dataset
  - vocals
  - overtone_singing
  - harmonic_singing
  - khoomei
  - throat_singing
  - extended_vocal_techniques
  - world_music
  - folk_vocals
  - acoustic_voice
  - ethnomusicology
  - sound_design
  - expressive_voice
  - ai_training_data
  - sampling_96khz
  - bitdepth_24bit
  - mono
task_categories: [other]
language: [und]
thumbnail: thumbnail.png
description: "A high-fidelity vocal dataset demonstrating overtone singing — a complex extended vocal technique found in multiple world singing traditions — designed for AI training, music research, and creative sound development."
---

![Dataset Thumbnail](./thumbnail.png)

# Harmonic Frontier Audio – Overtone Singing (Preview, v0.9)

**A high-fidelity vocal dataset designed for AI training, music research, and creative sound development.**

**Overtone Singing (Preview)**, created by **Harmonic Frontier Audio**, provides a compact reference set demonstrating the quality, formatting, and metadata conventions used in the Harmonic Frontier Audio *Extended Vocal Techniques Spectrum*.

---

### 🔎 Summary

This dataset provides high-quality, rights-cleared audio recordings for use in **AI training, music research, and sound design**, capturing the extraordinary vocal phenomenon known as **overtone singing** (also called *harmonic singing* or *Khoomei*).  
In overtone singing, the vocalist isolates and amplifies specific harmonics above a sustained fundamental pitch, producing the perception of two or more distinct tones simultaneously.

Developed by **Harmonic Frontier Audio**, this dataset follows *The Proteus Standard™* for dataset provenance and ethical AI use.  
It provides researchers, developers, and musicians with clean, controlled examples of overtone production for applications in **voice synthesis**, **spectral modeling**, and **cross-cultural timbre analysis**.

---

## 🎶 About Overtone Singing

**Overtone singing** is one of the world’s most striking and acoustically fascinating vocal arts.  
Practitioners manipulate the shape of the vocal tract to filter and emphasize individual harmonics, creating the illusion of multiple pitches from a single voice.  

While it is best known from **Tuvan** and **Mongolian** traditions (such as *Khoomei*, *Sygyt*, and *Kargyraa*), variations of overtone singing appear across many cultures — including Tibetan chant, Sardinian *cantu a tenore*, and modern Western choirs.

This dataset presents a **neutral, non-traditional representation** of overtone singing.  
It is designed not to imitate any specific cultural style but to serve as a **technical and expressive study** of harmonic isolation and control — useful for both acoustic analysis and generative modeling of the human voice.

If you find this dataset useful, please consider giving it a 🤍 on Hugging Face to help others discover it.

---

## 📂 Contents

**Audio Files (.wav)**  
- Recorded at **96 kHz / 24-bit** WAV format  
- Exported as **mono**  
- Fade-ins and fade-outs of **3–5 ms** applied for transient consistency  
- DC offset minimized and normalized to maintain consistent loudness  
- No compression, normalization, or external processing applied  
- High-pass filtered at ~40 Hz to remove subsonic rumble  

### Categories in this Preview
1. **Sustained Fundamentals**
   - Long tones on single fundamentals with isolated harmonics
2. **Harmonic Intervals**
   - Alternation between two harmonics within a sustained fundamental
3. **Arpeggio Gestures**
   - Sequential harmonic articulations forming triadic or scalar structures
4. **Glissando**
   - Continuous overtone sweeps across the harmonic series
5. **Short Melodic Exercise**
   - Simple original melody emphasizing controlled harmonic shifts and transitions

---

**Metadata (.csv)**  
Includes structured fields for file name, category, content, fundamental pitch, harmonic numbers and pitches, microphone, channel configuration, sample rate, bit depth, recording chain, and dataset version.

---

## 🎤 Recording Notes

- Recorded in a treated studio environment using a **single-mic setup**:  
  - **Microphone:** Rode NT1-A condenser microphone  
  - **Recording chain:** Rode NT1-A → Zoom F8n Pro  
- Recorded at **96 kHz / 32-bit float**, rendered as **96 kHz / 24-bit** mono WAV for release.  
- Room tone and subtle breath noise were preserved to retain the natural acoustic realism of overtone production.

---

## 🌈 Spectrogram Preview

Below is a spectrogram showing the clear separation of harmonic peaks above the sustained fundamental pitch, characteristic of overtone singing:

![Spectrogram Preview](Spectrogram_Preview.png)

---

## 🎧 Listen – Demonstration Track

Below is a short mixed and mastered music example featuring this dataset in context.  
It illustrates how **Overtone Singing (Preview)** can be integrated into a musical arrangement, highlighting both its resonant fundamentals and harmonic overtones.

<audio controls style="width:100%;">
  <source src="https://huggingface.co/datasets/Harmonic-Frontier-Audio/Overtone_Singing_Preview/resolve/main/Demos/OvertoneSinging_Demotrack_Master.mp3" type="audio/mpeg">
  Your browser does not support the audio element.
</audio>

🎵 **Track:** “Overtone Example”  
🎚️ **Composer / Producer:** Blake Pullen  
📦 **Source:** Harmonic Frontier Audio – *Overtone Singing (Preview)*  

📜 *This track is provided for demonstration purposes only and is not part of the dataset.  
It may not be used for AI training, redistribution, or derivative works.*

🪶 *The instrumental accompaniment was generated using Suno’s Pro plan under a commercial license.  
All vocal performances and featured dataset sounds were performed, recorded, and produced by Blake Pullen for Harmonic Frontier Audio.*

---

## ⚡ Usage

This preview pack is designed for:
- **Evaluation** of Harmonic Frontier Audio dataset structure and fidelity  
- **Testing** AI and DSP systems that model or classify harmonic timbres  
- **Creative sound design** and **extended voice synthesis** research  

👉 Note: This is **not a full dataset**.  
The complete Harmonic Frontier Audio dataset for **Overtone Singing** will include:
- Expanded harmonic and vowel variations  
- Dynamic overtone transitions and melodic gestures  
- Additional tuning modes and glissando articulations  

---

## 💡 Full Dataset Availability

This is a **preview pack** of the *Overtone Singing Dataset*.  
The complete dataset — with extended harmonic content and melodic variation — will be available for **licensing**.

For licensing inquiries:  
📩 info@harmonicfrontieraudio.com

---

## 📥 How to Use This Dataset in Python

You can load the Parquet-converted version of this dataset directly with the `datasets` library:

```python
from datasets import load_dataset

dataset = load_dataset(
    "Harmonic-Frontier-Audio/Overtone_Singing_Preview",
    split="train"
)

print(dataset)
```

> ⚙️ *Note: Parquet conversion and `load_dataset()` support will be available within 2–3 days of publication.*

---

### 🔗 Explore More from Harmonic Frontier Audio

- [Scottish Smallpipes (Preview)](https://huggingface.co/datasets/Harmonic-Frontier-Audio/Bagpipes_Scottish_Smallpipes_in_A_Preview)
- [Highland Bagpipes (Preview)](https://huggingface.co/datasets/Harmonic-Frontier-Audio/Bagpipes_Scottish_Highland_Bagpipes_Preview)
- [Irish Tin Whistle in D (Preview)](https://huggingface.co/datasets/Harmonic-Frontier-Audio/Irish_Tin_Whistle_in_D_Preview)
- [Subharmonic Phonation / Vocal Fry (Preview)](https://huggingface.co/datasets/Harmonic-Frontier-Audio/Subharmonic_Phonation_Vocal_Fry_Preview)
- [Kalimba (Preview)](https://huggingface.co/datasets/Harmonic-Frontier-Audio/Kalimba_Preview)
- [Kazoo (Preview)](https://huggingface.co/datasets/Harmonic-Frontier-Audio/Kazoo_Preview)
- [Overtone Singing (Preview)](https://huggingface.co/datasets/Harmonic-Frontier-Audio/Overtone_Singing_Preview)

*(All datasets follow The Proteus Standard™ for ethical dataset provenance and licensing.)*

---

## 📜 License

Released under **[CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/)**.  
- Free for non-commercial use, testing, and research.  
- Commercial licensing available via Harmonic Frontier Audio.  
- A formal rights declaration is included in this dataset bundle.

---

## 📧 Contact

Harmonic Frontier Audio  
📩 info@harmonicfrontieraudio.com  
🌐 https://harmonicfrontieraudio.com/

---

## 🔮 Future Roadmap

This preview release is part of the **Harmonic Frontier Audio – Extended Vocal Techniques Spectrum**.  
Upcoming planned datasets include:

- **Whisper Phonation**  
- **Falsetto**  
- **Vocal Percussion**  
- **Growl / Metal Vocals**  
- **Subharmonic Phonation / Vocal Fry (Full Dataset)**

Over time, Harmonic Frontier Audio will expand the Extended Vocal Techniques Spectrum alongside its Folk & World Instrument catalogs — creating the first unified library of ethical, rights-cleared world and human vocal datasets for AI training, synthesis, and sound design.

---

## 🗒️ Release Notes

**Version 0.9 (Nov. 2025)** – Initial Preview Pack release for Overtone Singing.  
See `CHANGELOG.md` for detailed version history.

---

## Citation

If you use this dataset in your research, please cite:

Pullen, B. (2025). *Overtone Singing Dataset (Preview)* [Data set]. Harmonic Frontier Audio. Zenodo.  
https://doi.org/10.5281/zenodo.17812972  

ORCID: [https://orcid.org/0009-0003-4527-0178](https://orcid.org/0009-0003-4527-0178)

### BibTeX
```bibtex
@dataset{pullen_2025_overtone_preview,
  author       = {Blake Pullen},
  title        = {Overtone Singing Dataset (Preview)},
  year         = {2025},
  publisher    = {Harmonic Frontier Audio},
  version      = {0.9},
  doi          = {10.5281/zenodo.17812972},
  url          = {https://doi.org/10.5281/zenodo.17812972}
}
```