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@@ -37,14 +37,17 @@ description: "A high-fidelity world instrument dataset capturing the Kalimba (Af
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  ### 🔎 Summary
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- This dataset offers high-quality, rights-cleared recordings of the **Kalimba** — a plucked idiophone of African origin, also known as the **thumb piano** or **Mbira**.
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- The recordings capture the unique metallic resonance of the instrument’s tines and the warm body tone that follows each strike, making it valuable for **AI music modeling**, **acoustic analysis**, and **cross-cultural sound synthesis** research.
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- Developed by **Harmonic Frontier Audio**, this collection follows *The Proteus Standard™* for dataset provenance, transparency, and ethical AI use.
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- It provides researchers, developers, and sound designers with clean, consistent audio files that demonstrate the Kalimba’s percussive clarity, sustained decay, and expressive dyadic and arpeggiated gestures.
 
 
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  If you find this dataset useful, please consider giving it a 🤍 on Hugging Face to help others discover it.
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  ## 🎶 About the Kalimba
 
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  ### 🔎 Summary
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+ This dataset provides high-quality, rights-cleared recordings of the **Kalimba** — a lamellophone producing sound through the plucking of tuned metal tines mounted on a resonant body.
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+ The recordings highlight the instrument’s clear attack transients, inharmonic overtone structure, and resonant decay characteristics, making them valuable for **AI music modeling**, **percussive timbre analysis**, **idiophonic synthesis**, and **cross-cultural sound design** research.
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+ Developed by **Harmonic Frontier Audio**, this preview follows *The Proteus Standard™* for dataset provenance, transparency, and ethical AI use.
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+ Learn more about the Proteus Standard https://harmonicfrontieraudio.com/proteus-standard
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+ It offers clean, consistent audio files capturing the Kalimba across single-note articulations, interval patterns, chordal gestures, and controlled plucking techniques.
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  If you find this dataset useful, please consider giving it a 🤍 on Hugging Face to help others discover it.
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  ## 🎶 About the Kalimba