Latest Update
In 2026, independent research by Ashley Iannetti was published in the peer-reviewed journal BioSystems (Elsevier).
A Conserved Systems-Level Constraint in Biological Acoustic Signaling
This study shows that when biological sounds are placed on the same scale (normalized frequency space), their energy patterns are not random. Instead, they follow consistent structures across different species.
This suggests a broader systems-level constraint in biological acoustic signaling, meaning there may be a shared underlying pattern in how sound is organized in nature.
Author: Ashley Iannetti
Journal: BioSystems (Elsevier)
Status: Published (2026)
Applying the Rosetta Wheel™ Framework Across Signal Domains
The Rosetta Wheel™ Framework is an independent research framework developed by Ashley Iannetti through Iannetti Studies. It explores whether structural relationships within complex systems can be compared through normalization and shared reference mapping.
Within this framework, Normalized Frequency Space (NFS) is used to transform signals into a common analytical space, allowing structural relationships to be explored independently of their original scale.
Originally developed through bioacoustic research, the framework has since been preliminarily explored across additional signal domains, including physiological, neural, and engineering datasets.
Potential Areas of Interest
- Bioacoustics
- Signal Processing
- Artificial Intelligence & Machine Learning
- Physiological & Neural Signal Analysis
- Predictive Maintenance
- Machine Monitoring
- Complex Sensor Systems
Open to research collaborations, consulting opportunities, speaking engagements, and applied testing projects.
About
Iannetti Studies is an independent research project led by Ashley Iannetti, focused on identifying structural and mathematical constraints that recur across biological signaling systems, symbolic systems, and complex signal environments.
The work includes the Rosetta Wheel™ Harmonics framework and the Normalized Frequency Space framework, with applications being explored across bioacoustics, physiological signals, neural signal analysis, engineering datasets, and broader signal-processing problems.
The purpose of Iannetti Studies is to document, test, and develop cross-domain structural methods while preserving authorship, research records, and future collaboration opportunities.
Authorship & Copyright
All manuscripts, data, visual works, and system architectures are protected under copyright and intellectual property law. Copyright registration has been formally recorded with the United States Copyright Office. All files have been timestamped and cryptographically authenticated using the following authorship hash:
SHA‑256 Authorship Hash:
9a11c8906024e6d7f4aa7d87f205c895f5543e50feeaf7bfefc77242483b4b61
Select works are published through Zenodo (DOI) and indexed in Google Scholar to verify authorship and priority of discovery. Unauthorized reproduction or redistribution is prohibited.
Contact
For academic, editorial, institutional, or research correspondence, please contact:
contact@iannettistudies.org
Editors, peer reviewers, journal staff, museum curators, research institutions, or scholars interested in:
- reviewing the Rosetta Wheel Harmonics framework
- requesting interview or publication rights
- inviting collaboration or academic evaluation
- commissioning an article, paper, or lecture
- verifying authorship and timestamped discoveries
are encouraged to reach out directly. All communications are reviewed confidentially.
Please include your name, organization, and purpose of inquiry for fastest response.
Selected Publications
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Lunar Synchrony and Temporal Phase Mapping within the Rosetta Framework
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Geometric Resonance and Harmonic Layering: The Sound Pyramid Theory
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Analytical Overview of Harmonic Resonance Patterns within the Rosetta Framework
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Analytical Overview of Sequential Symmetry in the Tarot de Marseille
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The Rosetta Wheel: Structural Correspondences Across Calendrical and Symbolic Systems