{"id":15361553,"url":"https://github.com/muhd-umer/deep-suppressor","last_synced_at":"2025-08-07T02:15:01.985Z","repository":{"id":164125900,"uuid":"639584967","full_name":"muhd-umer/deep-suppressor","owner":"muhd-umer","description":"DeepSuppressor: A deep learning-based approach to speech denoising","archived":false,"fork":false,"pushed_at":"2023-12-23T09:53:52.000Z","size":19563,"stargazers_count":12,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-15T09:19:12.611Z","etag":null,"topics":["audio-denoising","deep-learning","pytorch","signal-processing"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/muhd-umer.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-05-11T19:12:05.000Z","updated_at":"2024-05-30T22:11:00.000Z","dependencies_parsed_at":"2023-12-23T10:46:45.832Z","dependency_job_id":null,"html_url":"https://github.com/muhd-umer/deep-suppressor","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/muhd-umer/deep-suppressor","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhd-umer%2Fdeep-suppressor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhd-umer%2Fdeep-suppressor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhd-umer%2Fdeep-suppressor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhd-umer%2Fdeep-suppressor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muhd-umer","download_url":"https://codeload.github.com/muhd-umer/deep-suppressor/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhd-umer%2Fdeep-suppressor/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269185726,"owners_count":24374634,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-07T02:00:09.698Z","response_time":73,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["audio-denoising","deep-learning","pytorch","signal-processing"],"created_at":"2024-10-01T12:55:37.517Z","updated_at":"2025-08-07T02:15:01.951Z","avatar_url":"https://github.com/muhd-umer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DeepSuppressor\n[![License](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n[![PyTorch](https://img.shields.io/badge/PyTorch-2.0.1-orange.svg)](https://pytorch.org/)\n\nDeepSuppressor is a deep learning-based speech denoiser which can significantly improve the quality of speech signals. The denoiser is trained on a large dataset of clean and noisy speech signals, and it can be used to denoise speech signals in real time or offline.\n\n## Installation\nTo get started with this project, follow the steps below:\n\n**Clone the repository**\n- Clone the repository to your local machine using the following command:\n\n    ```shell\n    git clone https://github.com/muhd-umer/deep-suppressor.git\n    ```\n\n**Create a new virtual environment**\n- It is recommended to create a new virtual environment so that updates/downgrades of packages do not break other projects. To create a new virtual environment, run the following command:\n\n    ```shell\n    conda env create -f environment.yml\n    ```\n\n- Alternatively, you can use `mamba` (faster than conda) package manager to create a new virtual environment:\n\n    ```fish\n    wget -O miniforge.sh \\\n         \"https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh\"\n    bash miniforge.sh -b -p \"${HOME}/conda\"\n\n    source \"${HOME}/conda/etc/profile.d/conda.sh\"\n\n    # For mamba support also run the following command\n    source \"${HOME}/conda/etc/profile.d/mamba.sh\"\n\n    conda activate\n    mamba env create -f environment.yml\n    ```\n\n**Install the dependencies**\n- Activate the newly created environment:\n\n    ```shell\n    conda activate deep-suppressor\n    ```\n\n- Install PyTorch (Stable 2.0.1):\n\n    ```shell\n    pip3 install torch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 --index-url https://download.pytorch.org/whl/cu118\n    ```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhd-umer%2Fdeep-suppressor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmuhd-umer%2Fdeep-suppressor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhd-umer%2Fdeep-suppressor/lists"}