Voice: speakers and sound

Resemble Enhance

A speech enhancement model: removes noise and restores lost frequencies so a muffled recording sounds studio-quality. Good for preparing a voice for voiceover.

The last open version came out in Dec 2023. The family has not been updated for a long time: the model still works, but do not expect fixes or new sizes.

Developer
Resemble AI, USA
First release
Dec 2023
Latest release
Dec 2023
Sizes
under 1B
License
Commercial use allowedMIT
Running
On your own serverNeeds a GPU
Industries
Media and production, Education
Deploy on your server Hugging Face GitHub

What it does

  • Restoring old and phone recordings
  • Cleaning a voice before voiceover and cloning
  • Improving audio in videos and podcasts

Where it is used

Media and productionArchivesOnline learning

Hardware requirements

LaptopLaptop or regular PC, up to 8 GB of VRAM — smaller versions
fits
1 GPUOne GPU with 16–80 GB — mid-size versions
fits
ClusterServer with several GPUs — flagship versions
no versions

Versions

  1. Resemble Enhance 0.0.1

How to run it

On your own serverWeights are downloaded from Hugging Face and served with vLLM (load and API) or llama.cpp (modest hardware). The model then runs in a closed network with no per-request fees.Hugging Face
How much hardware you needCalculate the VRAM for the model size, context length and number of concurrent requests.Open the hardware calculator

I can set this up end to end: pick the model size, deploy it on your server and connect it to your systems.

Frequently asked questions

Can Resemble Enhance be used in a commercial project?

Yes. License: MIT. It allows commercial use, but it is still worth having a lawyer review the license before launch.

What hardware does Resemble Enhance need?

At minimum: Laptop or regular PC, up to 8 GB of VRAM — smaller versions. Without a GPU the model is not practical. You can calculate the exact VRAM for your model size and context in the hardware calculator.

Does Resemble Enhance support Russian?

Language does not matter for this model: it does not work with text.

Where can I download Resemble Enhance and what does it cost?

The Resemble Enhance weights are open and free to download. You only pay for the hardware it runs on and for the setup. Source links are at the bottom of this page.

How I deploy it for clients

  1. SelectionI pick the model size for your task and hardware and test it on your examples.
  2. DeploymentI deploy it on your server or in a closed network and provide an API.
  3. Fine-tuningI fine-tune it on your data (LoRA) or connect a knowledge base — whichever is cheaper for the task.
  4. IntegrationI connect it to your CRM, ERP, bot, website or team chat and set up monitoring.

Similar models

Voice: speakers and soundDeepFilterNetHendrik Schröter (University of Erlangen) · GermanyCommercial use allowed

Lightweight real-time speech noise suppression that works even on a regular CPU and low-power devices. Removes hum, street and office noise while keeping the voice.

DetailsVoice: speakers and soundClearerVoice (MossFormer)Alibaba (Tongyi Lab) · ChinaCommercial use allowed

Alibaba's set of speech cleanup models: noise suppression, separating overlapping voices, upscaling audio to 48 kHz, and isolating a voice using video of the speaker's face.

Details

Source: huggingface.co/api/models/ResembleAI/resemble-enhance. Data checked against the model card on 22 Sep 2026. Have a lawyer review the license before commercial launch.