https://github.com/spring-0/doorbell-plus
AI based doorbell notifier to never miss a doorbell again
https://github.com/spring-0/doorbell-plus
ai audio-recognition svm-classifier
Last synced: 12 months ago
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AI based doorbell notifier to never miss a doorbell again
- Host: GitHub
- URL: https://github.com/spring-0/doorbell-plus
- Owner: Spring-0
- Created: 2024-08-27T16:47:59.000Z (almost 2 years ago)
- Default Branch: master
- Last Pushed: 2024-08-30T22:29:28.000Z (almost 2 years ago)
- Last Synced: 2025-03-27T23:16:24.956Z (about 1 year ago)
- Topics: ai, audio-recognition, svm-classifier
- Language: Python
- Homepage:
- Size: 5.86 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# :bell: Doorbell Plus | AI-Based Doorbell Notifier
This project implements an AI-based system to identify doorbell sounds through real time audio recording and notify the user via a notification. This system consists of a recording component using `pvRecorder`, Support Vector Machine (SVM) machine learning model for classification using `sk-learn`, and a graphical user interface (GUI) to aid in manually labelling data using `tkinter`.
*Note: For privacy reasons the data I collected for this project will not be published.*
## Technologies Used
* sk-learn
* numpy
* librosa
* pv-recorder
* tkinter
## Author(s)
* [@Spring-0](https://github.com/Spring-0)