{"id":20306454,"url":"https://github.com/drkbluescience/urbansoundsclassification","last_synced_at":"2025-10-17T07:28:47.404Z","repository":{"id":60986578,"uuid":"546250119","full_name":"drkbluescience/UrbanSoundsClassification","owner":"drkbluescience","description":"Urban Sound Classification using CNN","archived":false,"fork":false,"pushed_at":"2024-11-03T09:51:46.000Z","size":238,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-14T11:33:12.357Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/drkbluescience.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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}},"created_at":"2022-10-05T19:33:55.000Z","updated_at":"2024-11-03T09:01:04.000Z","dependencies_parsed_at":"2024-11-03T09:26:00.388Z","dependency_job_id":"e90cf93c-47fc-4037-840a-d70c0bf98862","html_url":"https://github.com/drkbluescience/UrbanSoundsClassification","commit_stats":null,"previous_names":["drkbluescience/urbansoundsclassification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkbluescience%2FUrbanSoundsClassification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkbluescience%2FUrbanSoundsClassification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkbluescience%2FUrbanSoundsClassification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drkbluescience%2FUrbanSoundsClassification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drkbluescience","download_url":"https://codeload.github.com/drkbluescience/UrbanSoundsClassification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241803055,"owners_count":20022766,"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","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":[],"created_at":"2024-11-14T17:13:26.034Z","updated_at":"2025-10-17T07:28:42.368Z","avatar_url":"https://github.com/drkbluescience.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Urban Sounds Classification\n\nThe preprocessing phase involved creating spectrograms from audio files using **Librosa** and preprocessing images with **OpenCV**. A **TensorFlow CNN** model was utilized, with hyperparameter optimization applied to achieve over 90% accuracy in classifying urban sounds. The dataset used for this project can be accessed [here]([insert_your_data_link_here](https://urbansounddataset.weebly.com/urbansound8k.html)).\n\n### Certification Achievement\n\nSuccessfully completed the **Urban Sound Classification** project using CNN, prepared by teammates in **Group 32**. This project was developed for the **Deep Learning Bootcamp** organized by **Global AI Hub**, sponsored by **Koç Holding** and **Aygaz**.\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrkbluescience%2Furbansoundsclassification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdrkbluescience%2Furbansoundsclassification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrkbluescience%2Furbansoundsclassification/lists"}