Universal AI MP3 Upscaler:
Heavyweight Restoration for Music

GPU-powered audio upscaling that reconstructs missing signals removed by compression. Remove MP3 artifacts and restore 20kHz bandwidth with studio-grade Generative AI.

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Supported: suno.com, udio.com, flowmusic, topmediai.com, mureka.ai, sonauto.ai, youtube
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How MP3 Upscaling Works

Import MP3 or Link

Upload tracks from a file, Suno, Udio or Producer AI.

Neural Upscaling

To upscale your MP3 and maintain detail, click the "Restore Audio" button. Our model predicts missing content.

Download WAV

Get a clean, high quality WAV with full 20kHz frequency spectrum.

Restore missing high frequencies

Low sample rate musics, such as old recordings or AI generated tracks, miss high frequencies. This example uses AudioSR with a 4kHz cutoff in mono.

Original Spectrogram

Example: AudioSR restoration (4kHz cutoff, mono)

Remove clipping from poor recordings

Clipping happens when audio is too loud to be encoded. Use Neural Analog to remove clipping artifacts while maintaining high volume.

Original Spectrogram

Example: Remove Clipping + DACVAE upscaling on old mp3 file

Upscale English speech and improve audio quality

Use Neural Analog to upscale voice tracks, singing, and speech thanks to the NovaSR model.

Original Spectrogram

Example: Upscaled speech with NovaSR (mono)

Trusted by 15,000+ music lovers

Jordi avatar

Jordi

5 out of 5 stars

Audio Super Resolution

I've been loving the app. The audio restoration works amazing on my suno songs

AristA avatar

AristA

5 out of 5 stars

Acapella extraction

Neural Analog makes me feel like a monkey with an AK-47, in the best way possible

Vicki (People Like Us) avatar

Vicki (People Like Us)

5 out of 5 stars

2600+ songs saved

It worked! Well done :) Many thanks :))))

Henry avatar

Henry

5 out of 5 stars

Crowd removal with SAM Audio

Wow thank you so much i upscale videos and take out live recordings from music because of my autism i hate the crowd

Dan Campbell ~Riffster avatar

Dan Campbell ~Riffster

5 out of 5 stars

Amazing tool for audio. Clean, simple, and effective. I would spend hours in RX to get the same results. Give it a try. I can save you hours of production time.

H

Hasina

4 out of 5 stars

Useful app besides AudioSR that needs improvement for AI vocals high frequencies restoration. It sometimes adds a straight line at 10kHz or reduces the 5-10kHz volume. I only got the right correction on my 5th restoration of the same vocal.

TG

The Grim Tower

5 out of 5 stars

Love it! Makes everything crisp!

SH

Shrunken Head

5 out of 5 stars

IT'S GREAT

F

Francisco

5 out of 5 stars

Sensacional

TS

Tommi, Studionet

5 out of 5 stars

Highend services!

Listen to tracks made by our users

AI audio enhanced with Neural Analog

How GPU-Powered MP3 Upscaling Removes Artifacts

GPU-Accelerated Inference

Our heavyweight models run on high-end GPUs to predict missing audio data in seconds. It recognizes AI generation patterns.

Harmonic Reconstruction

Missing frequencies above 16kHz are rebuilt using learned harmonic relationships. The upscaled MP3 regains natural overtones.

Artifact Removal

Compression artifacts (digital chirps, warbles) are identified and removed while preserving musical transients.

Frequently Asked Questions

Can I upscale MP3 samples before using them in my track?

Yes, upscale first when your source is MP3. Upscaling before time-stretching, pitch-shifting, or heavy processing reduces artifact amplification and preserves headroom for manipulation.
What's the difference between upscaling and mastering AI tracks?

Upscaling and mastering do different jobs. Upscaling reconstructs missing data and reduces MP3 artifacts, while mastering applies EQ, compression, and loudness optimization.

Always upscale MP3 files first, then master the restored WAV for professional release.

Once your audio is restored, the Automatic Mastering tool can polish it for professional release, with intelligent loudness optimization tailored to your track.

Will upscaling add noise or just remove MP3 artifacts?

Neural MP3 upscaling reconstructs coherent signal, not noise. It removes compression artifacts while rebuilding harmonic content. The result is cleaner than the original MP3, with measurable improvement in SNR and spectral flatness.
Is MP3 upscaling free for producers?

Test MP3 upscaling on short samples for free. Full tracks and stems use processing minutes because the models run on GPUs. Subscribers get included weekly processing minutes, and you can also buy extra processing minutes.
Why do AI generators output 16kHz MP3s with artifacts?

Many AI-generated tracks sound capped and artifacted because the training data is often lossy MP3. Models learn 16kHz limits and compression artifacts from that data, and MP3 upscaling restores toward a full 20kHz spectrum while reducing learned artifacts.
Will MP3 upscaling fix stems that sound muffled?

Yes, upscaling can make muffled stems sound more open. Many stem splitters use a "neural audio encoder" capped at 16kHz for speed, and MP3 upscaling restores frequencies up to 20kHz before you apply effects or layering.
Does it work for old codecs like WMA or low bit-depth 8-bit audio?

Yes, it can work on old codecs and low bit-depth audio. Processing is based on raw signal rather than a specific codec, so trying a sample is the best way to evaluate performance.
Do you support 48 kHz upsampling?

Yes. Support depends on the model. UniverSR, AudioSR, and FlashSR upscale low resolution audio to 48 kHz (super resolution). The 'Music Upscaler' restoration algorithm keeps 48 kHz sources at 48 kHz, and restores 44.1Khz-or-lower sources at 44.1Khz.
Can I run restoration multiple times for better results?

Yes, you can run restoration more than once. You can change the selected Source to run another pass on already restored audio, and batch imports support an 'Iterative restoration' toggle that selects the latest restored version of each file.

Don't let MP3 artifacts limit your production.

Use the heavyweight universal audio upscaler to transform MP3 files into professional high quality WAV.

Import audio