Model reference · open weights
resemble-enhance is an open-weight audio or speech model from ResembleAI. resemble-enhance (BF16) weighs 713 MB; the smallest configuration that runs it is RTX 3060 12 GB.
Summary of the ResembleAI/resemble-enhance model card, 2026-10-01
What it is
| Released by | ResembleAI |
|---|---|
| Released | 2023-12-11 |
| VRAM | 713 MB for the weights |
What it runs on
| Card | One stream | Memory |
|---|---|---|
| RTX 3060 12 GB | fits | 11.6 GB |
| RTX 4060 Ti 16 GB | fits | 15.4 GB |
| RTX 3090 24 GB | fits | 23.4 GB |
| RTX 4090 24 GB | fits | 23.4 GB |
| RTX 5090 32 GB | fits | 31.0 GB |
| L40S 48 GB | fits | 44.0 GB |
| A100 80 GB | fits | 78.2 GB |
| H100 80 GB | fits | 78.1 GB |
| RTX PRO 6000 Blackwell 96 GB | fits | 93.8 GB |
| DGX Spark (GB10) 128 GB unified | fits | 107 GB |
| H200 141 GB | fits | 138 GB |
| B200 180 GB | fits | 176 GB |
From the model card
Resemble Enhance is an AI-powered tool that aims to improve the overall quality of speech by performing denoising and enhancement. It consists of two modules: a denoiser, which separates speech from a noisy audio, and an enhancer, which further boosts the perceptual audio quality by restoring audio distortions and extending the audio bandwidth. The two models are trained on high-quality 44.1kHz speech data that guarantees the enhancement of your speech with high quality.
Below are three videos with separate examples of Resemble Enhance's denoiser module and then enhancer module improving speech quality.
Background Music - https://youtu.be/gl--IMtQ0XQ
Street Noise - https://youtu.be/zC87BjtsZVA
Archived Speech - https://youtu.be/6dALaLMJhSQ
Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.
How it works