AI Vocal Cleaner

State-of-the-art Neural AI Vocal Cleaner v0.1

DRAG ASSET OR CLICK TO BROWSE
WAV, MP3, FLAC

2
INITIALIZING ENGINE
Establishing Handshake...
Next-Generation Vocal Purification

The World’s First Cognitive Vocal Cleaner.
It Doesn’t Just Listen—It Sees.

Flawless Vocals, Engineered by Autonomous Visual-Audio AI.

Standard vocal cleaners apply blind algorithms that leave your voice sounding thin, choppy, or underwater. We took a completely different approach.

Introducing a world-first in audio processing: an autonomous, multi-modal AI that evaluates your vocal stems the same way a master engineer would. By mapping your audio into a high-resolution spectral atlas, our engine "looks" at the noise floor, analyzes the artifacts, and iteratively tunes studio-grade DSP parameters in real-time. The result? Surgically clean, streaming-ready vocals with zero compromise to your natural tone.

This is cutting-edge technology and has just been released. We haven’t optimized it for speed yet — our focus has been on quality. If you continue getting strong results, we’ll prioritize speeding it up.

We’ve made this free for now. During periods of high demand, requests may be placed in a queue to ensure stable processing and consistent quality for all users.

We’ve currently capped the engine at 5 cleaning iterations while we analyse results and collect your feedback. As we confirm what’s working best across different vocal types, we’ll open it up to more iterations for even higher-quality cleanup — and once the quality ceiling is locked in, we’ll focus on speeding it up so it hits faster turnaround without sacrificing tone.

How It Works: The Cognitive Engine

Our architecture goes beyond standard audio processing. We’ve built an autonomous feedback loop that treats audio cleaning as a dynamic, evolving process.

Multi-Modal Spectral Analysis

Our engine converts your audio into a highly detailed visual atlas, isolating low-frequency rumble, harsh sibilance, and high-band haze.

Iterative Autonomous Tuning

A cognitive AI agent evaluates this spectral data alongside acoustic gap metrics, dynamically adjusting thresholds, compression ratios, and EQ curves until the signal is perfect.

Monotonic Guardrails

Constrained by strict studio-safety guardrails, the AI actively prevents "underwater" phase issues, protects breath tails, and ensures thresholds only ever tighten—never loosen.

The Arsenal

Adaptive Noise Profiling

Real-time noise-floor tracking with surgical subtraction, maintaining phase integrity across the full frequency spectrum.

Total Gap Purification

Proprietary high-band hiss targeting ensures the "silence" between vocal phrases is pitch-black, eliminating sub-harmonic haze before mastering.

Phase-Accurate De-Essing

Tames harsh sibilance without the digital ringing or phase smearing associated with standard FFT brickwall filters.

Integrated EBU Mastering

Dual-pass loudness normalization targeting a strict -14 LUFS with a -1.0 dBTP ceiling. Your cleaned vocals are instantly ready for streaming integration.

Technical Architecture

Adaptive Wiener DSP

Real-time noise-floor profiling with surgical subtraction, maintaining phase integrity across the full frequency spectrum.

Neural Vision Tuning

Leveraging AI to analyze 4-panel X-ray atlases, automatically eliminating sub-harmonic haze and digital artifacts.

Integrated Master

Dual-pass loudnorm processing targeting -14 LUFS integrated with a strict -1.0 dBTP ceiling for streaming readiness.

AI Vocal Cleaner

Clean vocals fast with an AI vocal cleaner built to remove background noise from vocals, reduce hiss, tame harsh sibilance, and improve overall vocal clarity without making your voice sound robotic.

  • Vocal enhancer for recordings & stems
  • Noise, hiss, room echo reduction
  • Designed for rap, singing & voiceover

Remove Background Noise From Vocals

Reduce fan noise, room tone, street noise, and background rumble while keeping vocal tone natural.

  • Noise reduction (steady + fluctuating)
  • Hiss control without dulling highs
  • Cleaner “silence” between phrases

Vocal Clarity Tool

Improve intelligibility so lyrics cut through the mix—especially on phones, earbuds, and small speakers.

  • Enhances presence & articulation
  • Tames harshness/sibilance
  • Balances thin vs boomy vocals

What This AI Vocal Cleaner Fixes

Problem
What you get
Common use cases
Background noise
Cleaner vocal signal, less distraction
Bedroom recording, live room, laptop mic
Hiss / static
Smoother top end without lifelessness
Cheap interfaces, noisy gain, old takes
Room echo
Less “boxy” room sound, tighter vocal
Untreated room, reflective walls, rentals
Clicks / plosives
Cleaner consonants, fewer spikes
Close mic, pop-filter issues, mouth noise

How It Works

  1. Upload your vocal recording WAV/MP3 and common formats supported.
  2. Choose cleaning strength Light for natural tone, Strong for tougher noise.
  3. Preview and download Compare before/after and export your cleaned vocal.
Tip: For best results, upload vocals with at least 2–3 seconds of “room noise” at the start/end. That helps the cleaner learn what to remove.

Your Vocals Stay Yours

Rights

You keep full rights to your audio and output files.

Privacy

Add your policy here: auto-delete after X hours/days, encrypted storage, etc.

Quality

Designed to reduce noise while keeping tone natural (less “underwater” artifacts).

AI Vocal Cleaner FAQ

What’s the difference between an AI vocal cleaner and a vocal remover?

A vocal cleaner improves a recorded vocal (noise, hiss, echo, harshness). A vocal remover separates vocals from a full song (stems). If you need stems, use Vocal Remover.

Can this remove background noise from vocals without ruining the voice?

Yes—best results come from using a moderate cleaning strength and leaving a short section of room noise in the file so the model can identify what to remove.

Does this work for rap vocals and singing vocals?

Yes. Rap vocals often need more control around hiss/harshness and plosives; singing vocals often need smoother top-end control and less room echo.

What file types can I upload?

WAV is best for quality. MP3 also works. Add your exact supported formats and limits here.

Will it fix clipping or distortion?

Heavy clipping/distortion can’t always be fully restored. You’ll usually get improvement, but it depends on how damaged the signal is.