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Detects dangerous sounds around you and Alerts you when using sound devices such as headphones

Home Page: https://github.com/Aftermoon-dev/SafeNoiseCanceling/wiki

License: Apache License 2.0

Kotlin 100.00%
gachon android kotlin yamnet tensorflow-lite machine-learning

safenoisecanceling's Introduction

Safe Noise Canceling

Safe Noise Canceling is an application that detects dangerous sounds around you and alerts you when using sound devices such as headphones.

Currently, it is only available on Android platforms.

This project is of a research and does not guarantee stability in actual use. Therefore, all risks arising from actual use are the responsibility of the user.

Presentation Video

Graduation Project 1

Graduation Project 2

Objective

  • Recognizes dangerous sounds heard around and alerts the user.

Function

  • Listen to the surrounding sound on the smartphone and analyze the sound through the TensorFlow Lite (YAMNet).
  • Control the notification frequency according to different situations by changing the recognition rate according to the user's current behavior
  • Microphone calibration to support various devices.

More Info

If you want to check more detailed information, such as technology, refer to Wiki.

Author

This project is an Undergraduate Graduation Project of the School of Computing, Gachon University in South Korea.

Advisor : Jaehyuk Choi

Team Member : Nahyeong Kim, Dajeong Park, Minjae Seon

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