{"id":22799717,"url":"https://github.com/git-vish/udacity-natural-language-processing-nanodegree","last_synced_at":"2026-01-11T01:10:00.044Z","repository":{"id":255913838,"uuid":"276302178","full_name":"git-vish/Udacity-Natural-Language-Processing-Nanodegree","owner":"git-vish","description":"Projects completed under Udacity's Natural Language Processing nanodegree program.","archived":false,"fork":false,"pushed_at":"2020-07-02T04:47:26.000Z","size":28179,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-05T21:53:26.393Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","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/git-vish.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":"2020-07-01T07:01:46.000Z","updated_at":"2020-07-02T04:47:28.000Z","dependencies_parsed_at":"2024-09-07T20:54:41.298Z","dependency_job_id":null,"html_url":"https://github.com/git-vish/Udacity-Natural-Language-Processing-Nanodegree","commit_stats":null,"previous_names":["git-vish/udacity-natural-language-processing-nanodegree"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/git-vish%2FUdacity-Natural-Language-Processing-Nanodegree","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/git-vish%2FUdacity-Natural-Language-Processing-Nanodegree/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/git-vish%2FUdacity-Natural-Language-Processing-Nanodegree/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/git-vish%2FUdacity-Natural-Language-Processing-Nanodegree/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/git-vish","download_url":"https://codeload.github.com/git-vish/Udacity-Natural-Language-Processing-Nanodegree/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246365647,"owners_count":20765549,"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":"2024-12-12T07:09:42.643Z","updated_at":"2026-01-11T01:09:59.970Z","avatar_url":"https://github.com/git-vish.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Udacity Natural Language Processing Nanodegree\nProjects completed under [Udacity's Natural Language Processing nanodegree](https://www.udacity.com/course/natural-language-processing-nanodegree--nd892) program.\n\n## Project-1: [Part of Speech Tagging](https://github.com/cloud-VG/Udacity-Natural-Language-Processing-Nanodegree/tree/master/Part%20of%20Speech%20Tagging)\n![ppt](images/tag.png)\n\nIn this project we build a hidden Markov model for part of speech tagging with a [universal tagset](http://www.petrovi.de/data/universal.pdf) using the [Pomegranate](https://github.com/jmschrei/pomegranate) library. \n\n## Project-2: [Machine Translation](https://github.com/cloud-VG/Udacity-Natural-Language-Processing-Nanodegree/tree/master/Machine%20Translation)\n![translation](images/translate.png)\n\nIn this project, we build a deep neural network that functions as part of a machine translation pipeline using [Keras](https://keras.io/). The pipeline accepts English text as input and returns the French translation. The goal is to achieve the highest translation accuracy possible.\n\n## Project-3: [Speech Recognizer](https://github.com/cloud-VG/Udacity-Natural-Language-Processing-Nanodegree/tree/master/VUI%20Speech%20Recognizer)\n![recognition](images/recognition.png)\n\nIn this project we build deep neural networks using [Keras](https://keras.io/) that functions as part of an end-to-end automatic speech recognition (ASR) pipeline! The completed pipeline will accept raw audio as input and return a predicted transcription of the spoken language. In this capstone project, 5 RNN architectures are used and compared with each other.\n\n_Images credits: [Flaticon](https://www.flaticon.com/)_","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgit-vish%2Fudacity-natural-language-processing-nanodegree","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgit-vish%2Fudacity-natural-language-processing-nanodegree","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgit-vish%2Fudacity-natural-language-processing-nanodegree/lists"}