{"id":24405123,"url":"https://github.com/aryansingh0611/pronounceperfect","last_synced_at":"2025-04-30T14:28:07.966Z","repository":{"id":272822499,"uuid":"917870353","full_name":"ARYANSINGH0611/PronouncePerfect","owner":"ARYANSINGH0611","description":"PronouncePerfect helps kids improve pronunciation and reading with interactive speech-based activities.","archived":false,"fork":false,"pushed_at":"2025-01-16T19:57:18.000Z","size":204,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-30T14:28:06.682Z","etag":null,"topics":["gtts","machine-learning","pydub","pygame","python","python3","pyttsx3","streamlit"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ARYANSINGH0611.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":"2025-01-16T19:54:00.000Z","updated_at":"2025-03-19T16:39:35.000Z","dependencies_parsed_at":"2025-01-16T20:54:11.664Z","dependency_job_id":"bf9f31a1-6022-47f7-8ca8-71055efaa3df","html_url":"https://github.com/ARYANSINGH0611/PronouncePerfect","commit_stats":null,"previous_names":["aryansingh0611/pronounceperfect"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ARYANSINGH0611%2FPronouncePerfect","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ARYANSINGH0611%2FPronouncePerfect/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ARYANSINGH0611%2FPronouncePerfect/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ARYANSINGH0611%2FPronouncePerfect/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ARYANSINGH0611","download_url":"https://codeload.github.com/ARYANSINGH0611/PronouncePerfect/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251721137,"owners_count":21632772,"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":["gtts","machine-learning","pydub","pygame","python","python3","pyttsx3","streamlit"],"created_at":"2025-01-20T04:17:33.196Z","updated_at":"2025-04-30T14:28:07.945Z","avatar_url":"https://github.com/ARYANSINGH0611.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Speech Disorder Detection And Correction System \n\n## Overview\nThis pipeline is designed to help children improve their pronunciation and vocabulary through interactive learning activities. The game presents two modes of play:\n1. **Object Identification Mode**: Displays an image of a regular object. The child has to speak the name of the object when prompted.\n2. **Sentence Reading Mode**: Displays a short story, sentence by sentence, and the child reads aloud. Feedback is provided on mispronunciations or stammering.\n\nThe game dynamically adjusts the experience to ensure children learn effectively, with real-time feedback and guidance.\n\n---\n\n## Features\n### Object Identification Mode\n- Displays an image of a common object (e.g., apple, car, dog).\n- A timer counts down, after which the microphone is enabled.\n- The child speaks the name of the object aloud.\n- **Correct Response**: Moves to the next image.\n- **Incorrect Response**: The game repeats the correct name and prompts the child to try again.\n\n### Sentence Reading Mode\n- Displays a short, moral-based story, sentence by sentence.\n- The child reads each sentence aloud.\n- **Feedback Mechanism**:\n  - Detects stammering or mispronunciation.\n  - Repeats the sentence as audio output.\n  - The child must re-read the current sentence until pronounced correctly.\n- Includes a **Hint Button**: Pronounces the current sentence word by word to assist the child.\n\n---\n\n## Workflow\n1. **Image-Based Interaction**:\n   - Timer counts down.\n   - Speech is captured through a microphone.\n   - Speech-to-text conversion occurs.\n   - Text is matched against the object name for validation.\n2. **Story-Based Interaction**:\n   - Sentence from the story is displayed.\n   - Child’s speech is analyzed using speech-to-text.\n   - Validation for correct pronunciation.\n   - Cursor updates to the next sentence upon successful pronunciation.\n   - Feedback provided for errors, prompting the child to repeat.\n3. **Feedback Loop**:\n   - Visual and audio feedback ensures engagement.\n   - Repeat mechanisms reinforce learning.\n\n---\n\n## Technologies Used\n- **Streamlit**: For developing the user interface.\n- **Speech-to-Text API**: Converts the child’s speech into text for analysis.\n- **Python Libraries**:\n  - `speech_recognition`: For capturing and processing audio.\n  - `Pillow`: For displaying images.\n  - `pygame`: For playing audio feedback.\n- **Natural Language Processing (NLP)**:\n  - Used for analyzing speech and providing feedback.\n\n---\n\n## Installation\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/ARYANSINGH0611/PronouncePerfect.git\n   ```\n2. Install dependencies:\n   ```bash\n   pip install -r requirements.txt\n   ```\n3. Run the application:\n   ```bash\n   streamlit run app.py\n   ```\n\n---\n\n## Usage\n1. Launch the game.\n2. Select the desired mode: **Object Identification** or **Sentence Reading**.\n3. Follow the on-screen instructions to complete the activity.\n4. Use the feedback to improve pronunciation and vocabulary.\n\n---\n\n## Future Improvements\n- Expand the object image database with more diverse objects.\n- Add difficulty levels for story complexity and vocabulary.\n- Incorporate multilingual support for non-English learners.\n- Include gamified rewards to enhance engagement.\n\n---\n\n## Contribution\nContributions are welcome! Please open an issue or submit a pull request for any feature suggestions or bug fixes.\n\n---\n\n## License\nThis project is licensed under the MIT License. See the LICENSE file for more details.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faryansingh0611%2Fpronounceperfect","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faryansingh0611%2Fpronounceperfect","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faryansingh0611%2Fpronounceperfect/lists"}