{"id":19636019,"url":"https://github.com/alienobserver/keyword-spotting","last_synced_at":"2025-04-28T14:20:27.103Z","repository":{"id":177602142,"uuid":"660629479","full_name":"alienobserver/keyword-spotting","owner":"alienobserver","description":"Keyword Spotting using RNN with Attention layers","archived":false,"fork":false,"pushed_at":"2023-06-30T13:04:30.000Z","size":2267,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-30T10:24:59.888Z","etag":null,"topics":["attention-lstm","deep-learning","keyword-spotting","rnn-tensorflow"],"latest_commit_sha":null,"homepage":"","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/alienobserver.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":"2023-06-30T12:52:45.000Z","updated_at":"2024-10-11T16:37:46.000Z","dependencies_parsed_at":null,"dependency_job_id":"c500ecf4-710d-4e18-b026-16bb8315e910","html_url":"https://github.com/alienobserver/keyword-spotting","commit_stats":null,"previous_names":["alienobserver/keyword-spotting"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alienobserver%2Fkeyword-spotting","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alienobserver%2Fkeyword-spotting/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alienobserver%2Fkeyword-spotting/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alienobserver%2Fkeyword-spotting/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alienobserver","download_url":"https://codeload.github.com/alienobserver/keyword-spotting/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251326856,"owners_count":21571637,"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":["attention-lstm","deep-learning","keyword-spotting","rnn-tensorflow"],"created_at":"2024-11-11T12:28:01.320Z","updated_at":"2025-04-28T14:20:27.085Z","avatar_url":"https://github.com/alienobserver.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# keyword-spotting\nKeyword Spotting using RNN with Attention layers\n\nThe project uses Attention RNN to train the dataset, and Keras Generator to allocate the dataset dynamically.\n\nHere are some visualizations of the dataset\n\n![download (2)](https://github.com/alienobserver/keyword-spotting/assets/59918929/97430fe8-526a-41e5-9126-8bbbadec3f8e)\n\n![download](https://github.com/alienobserver/keyword-spotting/assets/59918929/2a0d42ce-7bf9-4b48-ba43-f88b503f0522)\n\n![download (3)](https://github.com/alienobserver/keyword-spotting/assets/59918929/794dae02-78c8-450d-89db-cbfb3bddd1c1)\n\nThe confusion matrix\n\n![download (1)](https://github.com/alienobserver/keyword-spotting/assets/59918929/37674acc-9092-4d9b-a3b6-26a02cda155e)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falienobserver%2Fkeyword-spotting","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falienobserver%2Fkeyword-spotting","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falienobserver%2Fkeyword-spotting/lists"}