# resemble-ai/resemble-enhance

AI powered speech denoising and enhancement

Repository: https://github.com/resemble-ai/resemble-enhance
Canonical: https://ross.abutalabs.com/products/resemble-enhance
Homepage: https://huggingface.co/spaces/ResembleAI/resemble-enhance
Language: Python
License: MIT
License Family: permissive
Topics: denoise, speech-denoising, speech-enhancement, speech-processing
Last push: 2024-12-03T02:29:17+00:00

## Health v2 (maintenance only)
Score: 17/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 0, release rhythm 8, longevity 73
- inputs: {"age_days": 1022, "days_push": 639, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2397, forks 289 (observed 2026-08-28T04:06:43.667608+00:00)

## What it is
Resemble Enhance is an AI-powered Python tool that improves speech quality through denoising and enhancement, using a denoiser module and an enhancer module trained on high-quality 44.1kHz speech data. It is installable via pip, usable as a CLI, and includes training code for custom models.

## Use cases
- remove background noise from speech recordings
- enhance audio quality of voice recordings
- denoise noisy speech audio files
- restore distorted speech and extend audio bandwidth
- train a custom speech enhancement model
- batch process a directory of audio files to improve speech clarity

## When to choose
- you need to clean up noisy voice recordings with state-of-the-art deep learning
- you want high-quality 44.1kHz speech enhancement
- you want a simple CLI or pip-installable tool for audio denoising
- you want to train or fine-tune your own denoiser/enhancer models

## When to avoid
- you need real-time streaming denoising with low latency
- you work with non-speech audio like music
- you lack a GPU and need fast processing of large audio collections
- you need a GUI-first workflow without any coding

## Facets
- artifact type: library
- maturity: active
- function: audio-processing, machine-learning, deep-learning, cli
- domain: speech-processing, machine-learning, deep-learning
- platform: python, cli, cross-platform
- tags: speech-enhancement, denoising, speech-denoising, audio-restoration, gradio, pypi-package, audio, gpu

## Member repositories
- resemble-ai/resemble-enhance (main) score 17

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:43.667608+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:34:20.626239+00:00, confidence not recorded.
  - readme: https://github.com/resemble-ai/resemble-enhance (fetched 2026-08-28T04:06:43.667608+00:00, sha 569a3f2aec1f)
  - homepage: https://huggingface.co/spaces/ResembleAI/resemble-enhance (fetched 2026-08-29T10:14:49.049582+00:00, sha c222489b7f73)
  - registry_pypi: https://pypi.org/pypi/resemble-enhance/json (fetched 2026-08-29T10:14:49.052090+00:00, sha 400ccd5d8947)
- Data as of 2026-08-30T08:39:29.467469+00:00.