// AI_AUDIO_PLUGIN
ARFYNX AI Audio Plugin
A source-to-preset system for synthesis and sound analysis. The workflow starts with audio, lets the producer choose the exact region to inspect, decides whether the input is a single sound or a more complex musical passage, performs stem separation when needed, and translates the result into a controllable Serum 2 preset.
// SOURCE_TO_PRESET
From reference audio to synthesis decisions
This system is built to solve one of the most valuable problems in modern production: how to move from an audio reference to a deliberate, explainable synth result instead of guessing through preset banks.
The engine is designed to take an imported audio file, focus on a precise region, decide whether that region already represents a usable single sound or whether it needs stem separation first, and then convert the analysis into a structured Serum 2 patch direction. The next platform planned for this same workflow is Vital.
// ANALYSIS_ENGINE
What the system analyzes before it builds a preset
The analysis stage is not cosmetic. It is meant to read the source deeply enough to make better synthesis choices. Instead of producing a blind “AI guess,” the system measures the core properties that matter to producers and sound designers.
// SERUM_2_MAPPING
How the findings map into Serum 2
After analysis, the engine translates the measured characteristics into concrete patch-building decisions for Serum 2 so the user receives a starting point that is actually usable inside a production session.
- Wavetable selection
- Oscillator structure and sub/noise decisions
- Envelope shape
- Filter type and cutoff direction
- Modulation logic
- Preset naming, metadata, and export
The purpose is not fake “one-click magic.” The purpose is to move from what you hear to a patch you can open, understand, tweak, and improve.
// PRODUCER_VALUE
What producers need to read and feel immediately
This product is being designed for the moment when a producer hears a bass, lead, pad, or transient-rich element and knows the result is right, but cannot yet decode the architecture behind it.
- Hear a target sound and study the exact fragment that matters
- Separate stems when the source is too complex to analyze as a single object
- Compare what the ear hears against what the engine measured
- Start from a better preset direction instead of browsing blindly
- Learn faster while still keeping control over the final patch
// EDUCATION_AND_TRAINING
Why production schools and mentors should care
The educational value here is not just “AI that guesses.” It is a structured process that teaches how to move from an audio reference to deliberate sound design choices.
In simple terms, this is a workflow that connects ear training, audio analysis, stem decision-making, and Serum preset design in one teachable system.
// FAQ
Frequently asked questions
It means the system starts from real audio, studies a chosen region, decides whether it needs stem separation, and turns the findings into a structured Serum 2 preset direction instead of guessing blindly.
No. The goal is to generate a high-quality, explainable starting point that captures the important behavior of the source and gives the producer something controllable to refine.
The classification layer is designed around common production targets such as kick, snare, hihat, percussion, bass, lead, pad, pluck, and FX.
Serum 2 is the first target because it gives a strong environment for wavetables, oscillator structure, envelopes, filters, modulation, and practical preset export inside modern production workflows.
Yes. Vital is planned as the next synthesis environment after the Serum 2 workflow is established.
Because the system connects ear training, source analysis, stem decisions, and synthesis choices in a way that can be taught, compared, and explained instead of hidden behind a black box.
The user gets an explainable result that can include source type, key, fundamental, confidence, brightness, duration, synthesis summary, and a preset-ready Serum 2 direction.
// EARLY_ACCESS
Isolate. Analyze. Synthesize.
Join the list to hear when the first working version is ready, when Serum 2 preset generation is open for testing, and when Vital support starts moving into the roadmap.