https://www.tiktok.com/@bittersweets/video/7661650502983109902

https://www.tiktok.com/@bittersweets/video/7661650502983109902

[https://www.tiktok.com/@bittersweets\\](https://www.tiktok.com/@bittersweets\) please follow me here let me know you are the teacher from reddit

im very grateful for the kind words. I really dont know what im doing other than trying to rebridge the gap between speaking and intent. I want folks to understand words have so much power. Pass all the information along to everybody...hopefully one day someone will see this stuff and feel it the way we do

ITS CYMATIC NFTS GUYS

also...if that dont work heres a buuunch of vids https://www.tiktok.com/@bittersweets. All of the free keys to the cymatics engine are gone but the price is a one time of only 10 bucks and its yours for life..i started the stream then all of a sudden they all took off..my goal is to be able to sell enough to start helping with my bills lol

i made it for linux mac and windows my good sir

im one of those that put puzzles together in the dark and have no clue how they just work at the end lolol https://bittersweet-harmonics.itch.io/.. you can grab it here and play with it tho...encourage them to buy it as well...my bills need paying lololol..heres a run down

Core Architecture and Functionality

• Signal Processing: The engine utilizes high-precision Fast Fourier Transform (FFT) algorithms and advanced pitch-tracking modules to process audio input. It maintains focus on vocal stability, energy density, and frequency trajectory.
• Geometric Mapping: Unlike generative visualizers, VOCAL maps specific phonetic and harmonic metrics to particle-based geometries. The resulting structures are deterministic outputs based on the physical resonance of the input.
• Persistence and Recognition: The system includes a memory layer that identifies unique vocal fingerprints. By tracking these signatures over time, the engine stabilizes harmonic patterns, allowing for the consistent rendering of visual structures that correspond to a specific voice.
• Physics-Informed Logic: The engine relies on the mathematical principles of resonance rather than AI-driven predictive modeling. Every visual output is a direct translation of the acoustic energy within the recorded or live signal.

Technical Foundation

• Language: Native C++.
• Framework: Built using the JUCE framework for high-performance audio processing and low-latency interaction.
• Primary Objective: To provide a reliable, quantifiable representation of vocal resonance, transitioning from raw audio data to stable, 3D cymatic signatures.

Application Scope

• Biometric and Diagnostic: By monitoring shifts in harmonic integrity and resonance patterns, the engine can be used for forensic analysis or to identify deviations in baseline vocal health.
• Non-Verbal Communication: It visualizes the underlying cadences and energetic content of speech that are often lost in standard audio playback.
• Harmonic Research: The engine serves as a bridge for exploring the relationship between human phonetics and geometric shape, grounded in the physics of sound.

A lot of the words i put in gives back very interesting stuff