The end of guessing vocal chains. Intelligence that listens.
Arisyn perceives, reasons, and engineers your voice through a Grammy-grade DSP pipeline driven by multi-modal intelligence. One backend powers every product -- from onboarding to DAW integration.
Trusted by artists & platforms
BandLab
Vocal DNA
Flow B
V12 Pipeline
Vocal Intelligence stack
Perception, reasoning, action. The conscious vocal pipeline.
Every flow routes through brain.run(). No direct DSP calls, no guessing. The system perceives, reasons, acts, critiques, and remembers -- autonomously.
Vocal DNA Profiling
512-dimensional voice fingerprint capturing spectral centroid, MFCCs, chroma, tonnetz, and temporal dynamics. Deterministic -- same voice always yields the same DNA.
V12 DSP Pipeline
12-slot Grammy-grade signal path: isolation, cleanup, 100K mic emulation, EQ, compression, de-essing, saturation, reverb, delay, presence, and mastering.
Neural Vocal Ontology
NVO orchestrates VIC analysis, HiRAG retrieval, cultural intelligence, Gemini narratives, and NVIDIA NIM augmentation into a single DSP prescription.
100K Mic Emulation
Transform phone recordings into Neumann U47, Telefunken 251, or Sony C-800G quality.
Smart Adaptive Processing
Conditional corrections: de-ess only when sibilance exceeds threshold, compress only when needed.
Reference Match (Flow B)
Extract a 12-effect chain from any reference track and mutate it for your DNA.
HiRAG Learning Loop
Every successful chain enriches retrieval -- the system gets smarter with every voice.
Critic Gate
Automated quality control checks LUFS, true peak, and chain integrity before memory.
Input Intelligence
Auto-classifies input type, source quality, and recommended processing intensity.
Product surface
One backend. Every product.
All products consume the same brain.run() entrypoint and V12Pipeline. Single source of truth for web, desktop, cloud API, and DAW partners.
arisyn.ai
Web flagship -- Vocal Intelligence onboarding via Flow A
VocalDNALab
Prosumer mixing & mastering with Flow A and Flow B
Vocal Intelligence API
DAW-layer integration for iZotope, BandLab, and Apple
Design principles
Engineering principles for intelligent, reliable audio.
Arisyn is not automation -- it is intelligence. The system is built on four pillars that ensure every vocal processing decision is reproducible, explainable, and never compromises audio integrity.
Determinism
Same input + options yields the same output within float tolerance. No unseeded randomness. Every processing chain is reproducible and predictable.
Traceability
Every DSP decision -- chain choice, LUFS target, presence gain -- is traceable to config, Vocal DNA, or explicit NVO reasoning. Nothing is a black box.
Graceful Degradation
Missing neural engine, Triton, or optional DB results in empty/default behavior, never a crash. The system adapts to available infrastructure silently.
Critic Gate Quality Control
Every output passes through an automated critic checking LUFS range, true peak limits, chain integrity, and DNA presence. Memory stores only when the critic passes.
Execution model
brain.run() is the only entrypoint. Intelligence compounds.
Perception, Reasoning, Action, Critic, Memory -- all routing through a single brain.run() call. No direct DSP from the API layer. The V12Pipeline is the only production pipeline. Every successful chain feeds the learning loop.
Intelligence
NVO orchestrator, VIC analysis, HiRAG retrieval, and LLM augmentation.
Processing
12-slot V12 pipeline, chain extraction, mutation, and critic gate.
Foundation
Vocal DNA, memory loop, API surface, and storage backends.
01 Intelligence
02 Processing
03 Foundation
Developer experience
One API call. Grammy-grade processing.
Integrate Arisyn into any product with a single API call. The same brain.run() entrypoint powers every surface -- from web onboarding to DAW plugins.
# Vocal Intelligence — Onboarding
result = brain.run(
flow="A",
input_audio=audio_data,
sample_rate=44100,
options={
"target_lufs": -14.0,
"mic_model": "auto",
"presence_intensity": 1.0,
}
)
# Returns: processed_audio, soundcard,
# vocal_dna_before, vocal_dna_afterREST + WebSocket API
POST /v1/flow-a and /v1/flow-b endpoints with JWT or API key auth. Redis-backed credit billing per tier.
SoundCard as artifact
Every processing run generates a versioned, portable SoundCard with before/after metrics and full chain summary.
DAW integration layer
Same brain, same pipeline for iZotope, BandLab, Apple, and any DAW partner via the Vocal Intelligence API.
Full trace JSON
Every request returns trace_json with step-by-step DSP decisions, NVO reasoning, and critic report.
Research
Pushing the frontier of vocal intelligence.
From biometric voice authentication to health monitoring through spectral analysis -- our research extends the 512D Vocal DNA foundation into new domains while strengthening the core processing pipeline.
Enterprise
One backend that powers every product.
arisyn.ai, VocalDNALab, VocalDNA Cloud API, and the Vocal Intelligence API all consume the same brain.run() entrypoint. Per-product API key scoping, credit billing, and full trace auditability out of the box.
DSP signal path
Vocal DNA vector
DAW partners
DAW Partner Integration
Same brain, same pipeline for iZotope, BandLab, and Apple. Plug Vocal Intelligence directly into any DAW workflow.
JWT & API Key Auth
x-api-key and Bearer token authentication with per-product scoping and granular permissions.
Credit-Based Billing
Redis-backed usage tracking per tier -- free, pro, and enterprise -- with real-time credit deduction.
Product-Scoped API Keys
Separate keys for Extractor, Signal Processing, Vocal DNA Analysis, Biometric, and Health OS products.
pgvector at Scale
SQLite default for development, seamless pgvector upgrade for production. Redis optional for cloud/ephemeral.
Full Trace & Audit
Every request returns structured trace_json, critic_report, and pipeline_errors for complete auditability.
Get started
Discover your Vocal DNA.
Upload your voice and let Arisyn perceive, reason, and engineer your sound in seconds. Grammy-grade processing, adaptive to your DNA, explained and traceable end-to-end.