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Trending on Hugging Face Audio Datasets (Aug. 2025)
Harmonic Frontier Audio โ Bagpipes Scottish Smallpipes in A, Preview (v0.9)
A high-quality bagpipes dataset (Scottish smallpipes in A) โ designed for AI training, music research, and creative audio projects in folk and world music.
Scottish Smallpipes in A, a preview dataset, created by Harmonic Frontier Audio.
It provides developers, researchers, and musicians with a compact reference set, demonstrating the quality and format of the full Harmonic Frontier Audio bagpipe dataset series.
For citation, see DOI link at bottom of this page
๐ถ About the Scottish Smallpipes
The Scottish smallpipes are a quieter relative of the Great Highland Bagpipes โ the most widely recognized type of bagpipes, commonly associated with the word โbagpipes.โ The smallpipes are traditionally bellows-blown though mouthblown sets are also common.
They typically play in the key of A with a range from low G to high A, accompanied by three drones tuned to A.
Unlike many instruments, the smallpipes produce a continuous sound with no rests, and the chanter naturally grows louder as it ascends in pitch.
This continuous and dynamic quality makes them uniquely challenging โ and rewarding โ for audio modeling and dataset creation.
If you find this dataset useful, please consider giving it a ๐ค on Hugging Face.
It helps other researchers and developers discover the resource more easily.
๐ Contents
Audio Files (.wav)
- Recorded at 96 kHz / 24-bit WAV format
- Exported as mono or stereo (depending on mic configuration)
- Clean recordings with no fade-ins or fade-outs (pipes are already sounding at file start/end)
- High-pass filtered at ~40 Hz to remove subsonic rumble
Categories in this Preview
Scale Exercises
- No Gracenote Scale Exercise
- G Gracenote Scale Exercise
- Includes chanter-only, and stereo mix examples
Sustained Notes
- Low A (plain sustain)
- C (vibrato)
- D (plain sustain in chanter-only mic, and stereo mix)
- E (vibrato)
- High A (plain and vibrato)
Short Tune Snippet
- "My Gallant Hero" - Mono mix of chanter + drones (balanced, natural sound)
Isolated Components
- Drones only (no chanter, drone mic only)
Metadata (.csv)
Includes structured fields for file name, instrument, category, content, note pitch, vibrato (true/false), BPM, mic position, channels, sample rate, bit depth, recording chain, and dataset version.
๐ค Recording Notes
- Pipes recorded in a treated room with dual mic setup:
- Chanter mic (Oktava MK-012) near chanter
- Drone mic (Rode NT1-A) near drones
- Stereo files are balanced mixes:
- Chanter = Left
- Drones = Right
- Levels are natural to the instrument โ high notes peak louder than low notes, reflecting authentic dynamics.
๐ Spectrogram Preview
Below is a spectrogram of the included short tune snippet, showing the harmonic profile of the Scottish Smallpipes in A:
โก Usage
This preview pack is designed for:
- Evaluation of Harmonic Frontier Audio format and quality
- Testing workflows in ML training, sample library creation, or DSP pipelines
- Demonstration for developers exploring bagpipe timbres
๐ Note: This is not a full dataset. The complete Harmonic Frontier Audio dataset for Smallpipes in A will include:
- Full ornamentation library
- Sustained notes across the full range
- Additional exercises and variations
Other smallpipes keys (C, D, Bโญ) and Highland Bagpipes will be released as separate datasets.
๐ก Full Dataset Availability
This is a preview pack of the Smallpipes in A dataset.
The complete dataset โ including extended recordings, multiple takes, ornaments, and additional mic positions โ is available for licensing.
For licensing inquiries, please contact:
๐ฉ [email protected]
๐ฅ How to Use This Dataset in Python
You can load the Parquet-converted version of this dataset directly with the datasets
library:
from datasets import load_dataset
dataset = load_dataset(
"Harmonic-Frontier-Audio/Scottish_Smallpipes_in_A_Preview",
split="train"
)
print(dataset)
๐ License
Released under CC 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.
๐ง Contact
Harmonic Frontier Audio
๐ฉ [email protected]
๐ https://harmonicfrontieraudio.com/
๐ฎ Future Roadmap
This preview release is the first step in the Harmonic Frontier Audio Celtic Instruments Series.
Upcoming planned datasets include:
- Full Scottish Smallpipes in A dataset (expanded embellishments and articulations)
- Highland Bagpipes
- Irish Low Whistle
- Irish Flute
Over time, Harmonic Frontier Audio will also expand into additional world folk instruments, building the first dedicated catalog of folk/ethnic datasets for AI training, synthesis, and sound design.
๐๏ธ Release Notes
Version 0.9 (August 2025) โ Initial Preview Pack release for Scottish Smallpipes in A.
See CHANGELOG.md for detailed version history.
Citation
If you use this dataset in your research, please cite:
Pullen, B. (2025). Scottish Smallpipes in A Dataset (Preview) [Data set]. Harmonic Frontier Audio. Zenodo. https://doi.org/10.5281/zenodo.16909138
ORCID: https://orcid.org/0009-0003-4527-0178
BibTeX
@dataset{pullen_2025_smallpipes_preview,
author = {Blake Pullen},
title = {Scottish Smallpipes in A Dataset (Preview)},
year = {2025},
publisher = {Harmonic Frontier Audio},
version = {0.9},
doi = {10.5281/zenodo.16909138},
url = {https://doi.org/10.5281/zenodo.16909138}
}
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