{"id":22039415,"url":"https://github.com/mpolinowski/signal-processing-tensorflow","last_synced_at":"2026-05-09T14:44:27.878Z","repository":{"id":111484131,"uuid":"490548297","full_name":"mpolinowski/signal-processing-tensorflow","owner":"mpolinowski","description":"Deep Audio Classifier with Tensorflow","archived":false,"fork":false,"pushed_at":"2022-05-10T05:02:21.000Z","size":67,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-28T19:17:30.402Z","etag":null,"topics":["audio-classification","deep-learning","python3","tensorflow2"],"latest_commit_sha":null,"homepage":"https://mpolinowski.github.io/devnotes/2022-04-01-tensorflow-audio-classifier","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/mpolinowski.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":"2022-05-10T05:02:13.000Z","updated_at":"2022-05-10T06:05:06.000Z","dependencies_parsed_at":"2023-05-09T17:16:44.499Z","dependency_job_id":null,"html_url":"https://github.com/mpolinowski/signal-processing-tensorflow","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mpolinowski%2Fsignal-processing-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mpolinowski%2Fsignal-processing-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mpolinowski%2Fsignal-processing-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mpolinowski%2Fsignal-processing-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mpolinowski","download_url":"https://codeload.github.com/mpolinowski/signal-processing-tensorflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245104529,"owners_count":20561380,"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":["audio-classification","deep-learning","python3","tensorflow2"],"created_at":"2024-11-30T11:10:41.228Z","updated_at":"2026-05-09T14:44:22.857Z","avatar_url":"https://github.com/mpolinowski.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Signal Processing with Tensorflow\n\nThis program fits a model based on audio recordings that contain the audio signal you are looking for\nand recording only containing background noise.\n\n\nThe program then runs through your raw recording and searches for instances of the signal you are looking for.\n\n\nPrepare data/raw (mp3) and a collection of data/positives (wav, 3-5s) and data/negatives (wav, 3-5s)\nrecordings and run this program.\n\n\nFurther information in [notebook/signal-processing.ipynb](notebook/signal-processing.ipynb)\nand on [Tensorflow Audio Classifier](https://mpolinowski.github.io/devnotes/2022-04-01-tensorflow-audio-classifier)\n\n\nThis code is based on the [Tutorial by Nicholas Renotte](https://www.youtube.com/watch?v=ZLIPkmmDJAc) and solves a Deep-Learning Signal Processing Challenge posted on [kaggle.com](https://www.kaggle.com/datasets/kenjee/z-by-hp-unlocked-challenge-3-signal-processing).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmpolinowski%2Fsignal-processing-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmpolinowski%2Fsignal-processing-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmpolinowski%2Fsignal-processing-tensorflow/lists"}