Limited Offer
BASE ACCESS — $30
50 TRACKS + FULL DSP MASTERING
50 tracks with SHA-256 reproducibility and IQS v0.8 quality scoring — no subscription, no expiry.
🎹 AI Music Generation50 TRACKS
⚙️ 31-Stage DSP Masteringv3.4
🔐 SHA-256 Snapshot v16CRYPTO PROOF
📊 IQS v0.8 · J ≥ 0.65CERTIFIED
Try Free
// 1 FREE GENERATION · NO CARD REQUIRED
No spam. 1 free generation per email.
🎵 Founding Supporters One developer building the future of music — be first:  Support Development →
FOUNDING SUPPORTERS — LIMITED SPOTS

🎵 The Future of Music Creation
is Being Built Right Now.

NOESIS is an offline-first AI music generator — crafted by a single developer with one mission: make professional music creation accessible to everyone.

It's not released yet. But you can get in before the world does.

✅
Early Access
Before public launch
✅
Founding Supporter Status
Forever
✅
Shape the Features
Your vote in development
✅
Founding Price
Locked in — never goes up

Every contribution goes directly into development.
No team. No investors. Just one person building something extraordinary.

Back NOESIS — Get Early Access →

Limited founding spots. Once they're gone, they're gone.

DHCF-FNO v3.4 SHA-256 · IQS v0.8 · 33 Genres

Generate
Studio
Music.

Deterministic AI music engine with cryptographic reproducibility. 31-stage DSP mastering pipeline. Voice cloning. Choir synthesis. From $0.60/track.

2.4BParameters
33Genres
31DSP Stages
1,726SC Rules
noesis_status.json
// System Status
Engine● ONLINE
DiT 2.4B weightsFROZEN ✓
Chain v3.431 stages
IQS mean0.614
Drift contract≤ 6.0 dB
Snapshotv16 · SHA-256
SVC v1.0● VOICE CLONE
Choir Engine● READY
VST3● BUILT
Edit SuiteE1–E7 ✓
SC Rules1,726 v2.0
Genres33 / 144 aliases
Join the Waitlist
Be first when NOESIS goes live. No spam.
247 on waitlist
300×
Cheaper than
human engineer
~8s
30s track on
RTX 4090
SHA-256
Cryptographic
Snapshot v16
0.614
IQS mean
R.REF3 verified
1,726
Style control
rules v2.0

Everything in One Engine

Generation · Mastering · Voice · Edit · Distribution — no plugins required

🎹
AI Music Generation
ACE-Step 2.4B DiT frozen model. 33 genres, 144 aliases. 1,726 style-control rules. Lyrics support. Deterministic: 1 seed → 1 WAV → 1 SHA-256.
2.4B PARAMS 33 GENRES bfloat16
⚙️
31-Stage DSP Mastering
SpectralTilt → LUFS → Multiband → Glue → Bark Masking → Modulation → IRC5 Limiter. Genre-adaptive profiles. Parity with iZotope Ozone 12. Drift contract ≤ 6.0 dB.
v3.4 IRC5 GENRE-ADAPTIVE
🎤
Voice Clone (SVC v1.0)
Seed-VC based singing voice conversion. Upload reference audio → generate in that voice. f0_condition=True for melody preservation. 6,142 training segments.
SEED-VC f0 LOCKED PRO+
🎼
Choir Engine
Multi-voice choir synthesis from a single vocal stem. SATB arrangement, voice spread, room simulation. Integrates with SVC for realistic choir from any reference voice.
SATB MULTI-VOICE PRO+
✂️
Edit Suite E1–E7
7 non-destructive edit operations: trim, pitch shift, time stretch, fade, splice, voice clone (E6), mashup engine (E7). All operations checksum-tracked.
7 OPS NON-DESTR. SHA-256
📊
IQS v0.8 Quality Score
J = α·MOS − β·Dist − γ·Phase − δ·Drift. Gate: J ≥ 0.65. NOESIS-MOS v1 predictor (Pearson r=0.837, 823K params). Fully deterministic, checksum-locked.
r=0.837 J≥0.65 SEALED
🎚️
Stem Separation
HTDemucs-based 6-stem separation: vocals, drums, bass, guitar, piano, other. Stem-aware mastering applies per-stem EQ and dynamics before final mix.
6 STEMS HTDEMUCS STUDIO
🔌
VST3 Plugin
Native DAW integration. NOESIS.vst3 built with JUCE. IQS display, genre selector, seed lock, 4-min structure templates. Connects to local FastAPI server.
JUCE WIN 64-BIT STUDIO
🔐
Cryptographic Reproducibility
Snapshot v16 with Merkle tree. 3× RNG lock (torch + numpy + random). Immutable JSONL telemetry. 1 seed → bitwise identical WAV across all runs, forever.
SNAPSHOT v16 MERKLE IMMUTABLE

Pick Your Plan

Unlock deterministic AI music generation with studio-quality mastering.

Monthly Annual
∞ GO UNLIMITED: Full 31-Stage DSP Pipeline on PRO and STUDIO plans
Starter
BASE
Perfect for creators and solo producers
$30 once
ONE-TIME · 50 TRACKS · NO EXPIRY
✓ AI Music Generation
50 TRACKS
✓ 31-Stage DSP Chain v3.4
FULL
✓ All 33 Genres
144 ALIASES
✓ WAV Export 24-bit
48 KHZ
✓ SHA-256 Snapshot v16
MERKLE
✗ Voice Clone (SVC)
PRO+
✗ Stem Separation
STUDIO
⭐ Most Popular
Professional
PRO
For studios, labels, and power creators
$1,500/mo
300 TRACKS/MONTH · CANCEL ANYTIME
✓ AI Music Generation
300/MONTH
✓ 31-Stage DSP v3.4
FULL PIPELINE
✓ IQS v0.8 · J ≥ 0.65
CERTIFIED
✓ Voice Clone (SVC v1.0)
SEED-VC
✓ Choir Engine
SATB
✓ Edit Suite E1–E7
ALL OPS
✗ Stem Separation
STUDIO
Enterprise
STUDIO
Full pipeline with stems, API, VST3 & offline
$3,500/mo
1,000 TRACKS/MONTH · SLA SUPPORT
✓ AI Music Generation
1,000/MONTH
✓ Stem Separation
6-STEM
✓ REST API v2
+ BATCH
✓ VST3 Plugin
DAW NATIVE
✓ ITO Reference Master
ENDPOINT
✓ White-Label Export
ENTERPRISE
✓ All PRO Features
INCLUDED
PRO Offline
Unlimited tracks · Windows portable · CUDA · 1-year updates
$3,500
STUDIO Offline
Stems + API + VST3 · Unlimited offline · Full enterprise
$6,000
Need Custom or Enterprise options?

Live Demo

Try free generation — 1 track, no card required

// NOESIS Generator · DHCF-FNO v3.4 · 31 stages
ONLINE
// Parameters
// Prompt
Tip: more specific prompts → better genre-aligned output · [drop] [buildup] [choir] tags supported · 1,726 style rules active
// Awaiting prompt… Enter your track description above and click GENERATE. First generation is free after email registration. Full audio export requires BASE ($30) or higher.
// Quality Score
IQS v0.8
—
J score
Threshold J ≥ 0.65
Integrated LUFS
—
Target: per-genre
LUFS Drift
—
Contract: PASS ≤ 6.0 dB
True Peak
—
Ceiling: –1.0 dBTP
MOS Proxy
—
NOESIS-MOS v1 · r=0.837

4× More Effective Than Others

NOESIS vs. industry — price, speed, quality, reproducibility

Solution
$/Track
Speed
Quality Score
Deterministic
⭐ NOESIS BASE
$0.60
~8s ✓
IQS 0.614 ✓
SHA-256 ✓
Human Engineer
$100–$2,500
1–7 days
Variable
No
Suno v5
$0.38
~60s cloud
No QA · RIAA suit
No
Udio
$0.05
>90s
No IQS · locked
No
iZotope Ozone 12
$1,749 OTK
Semi-auto
No score
No
LANDR
$0.05
~60s
No IQS
No
NOESIS v3.4 · AMAImedia.com · 2026 DHCF-FNO · SHA-256 · IQS v0.8 · 33 Genres · 31 Stages · SVC v1.0 · VST3 info@amaimedia.com · +1 716 575 7575
API Credits
300 100%
apiframe.ai · free tier