The DRUM PROTOCOLS began as something deeply personal.
Long before there was a framework or a system, there was a pattern: playing the same song over and over again — not casually, but hundreds of times. It was not simply about preference. It was about regulation.
Over time, I began to understand that this repetition was serving a purpose. As someone with neurodivergent tendencies, rhythm, predictability, and consistency were helping stabilize my internal state in a way nothing else reliably could. That realization became the foundation of what I now think of as the Rhythmic Regulation Hypothesis (PDF): that structured rhythm can provide a scaffold for the nervous system.
What looked like repetition eventually revealed itself as strategy.
This work is shaped by my own experience. I live with bipolar disorder and PTSD, along with patterns of intense focus, repetition, and periods of very high energy directed into projects. These traits have made life more complex, but they have also made this work possible.
Over many years, I underwent extensive treatment at McLean Hospital, including electroconvulsive therapy. That experience changed how I understand the brain — not as something abstract, but as something highly responsive to input, environment, and pattern. This perspective sits underneath everything I have built here.
What began as curiosity turned into design. Why does rhythm regulate? Which elements matter? Tempo, predictability, spectral content, repetition, timbre, progression? Can those variables be designed intentionally instead of discovered by accident?
The DRUM PROTOCOLS are my attempt to answer those questions through a structured approach that combines rhythm, timing, and carefully shaped sound into repeatable protocols intended to support the nervous system. This is not simply music. It is a system built from observation, persistence, iteration, and lived necessity.
This project is for people who feel overwhelmed by their own nervous system, rely on repetition or rhythm to find stability, are neurodivergent themselves, or care for someone who is. I understand these challenges personally. If this work helps even a small amount — by providing focus, calm, or a sense of stability — then it has done what it was meant to do.
A structured rhythm-based regulation system developed as an independent research and design effort.
The DRUM PROTOCOLS are a static-site rhythmic entrainment library and independent research project organized around repeatable auditory protocols, listener feedback, and iterative refinement.
The project explores whether structured rhythm and repetition can function as a stabilizing scaffold for the nervous system. That hypothesis informs a protocol framework combining temporal structure, spectral shaping, and controlled progression models rather than treating the work as conventional music composition.
The current site architecture is intentionally simple: static HTML pages hosted on GitHub Pages, with protocol and listener data loaded from JSON and updated by local and GitHub-based tooling. The broader project includes a protocol library, adviser flow, survey routing, and a listener-data analysis pipeline built around Sphere, the project's statistical interpretation layer.
Development follows an iterative loop: protocol design, audio deployment, listener surveys, response analysis, and refinement. Listener data is intended to become increasingly important over time, both for evaluating effectiveness and for identifying patterns that can guide future protocol development. The long-term direction includes machine learning-assisted pattern discovery and increasingly personalized protocol improvement.
This work also reflects a long-standing interest in AI and machine learning. Much of the system articulation, conceptual refinement, and implementation support has been developed collaboratively with large language models including ChatGPT and Claude. In this context, AI functions as a force multiplier for synthesis, design translation, and rapid iteration — not as a substitute for the underlying vision or reasoning.
Certain parts of the architecture, particularly the combination of spectral entrainment signal design with a protocol-driven rhythmic framework and a listener-feedback loop, are unusual within this domain. The project is intended both as a practical tool and as an evolving exploratory framework for how sound, structure, and data might be used together in support of regulation.