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nyumaya / nyumaya_audio_recognition

Classify audio with neural nets on embedded systems like the Raspberry Pi
https://nyumaya.com
Apache License 2.0
82 stars 14 forks source link

Crowd Monitoring / Gun Shot Detection #16

Closed TheUnriashol closed 5 years ago

TheUnriashol commented 5 years ago

Hi there, Is your feature request related to a problem? Please describe. My request is based on the fact that I am looking to build a crowd monitor using a raspberry pi. The end game is to build a cluster of them but for now I am looking at the software itself. This is where I found your software but I saw that you have not implemented the feature of gun shot detection.

Describe the solution you'd like I would like to know if it were possible that you could train the audio recognition to specifically detect gun shots and in general crowd commotions.

Describe alternatives you've considered I have considered looking at other software available but have not found any for raspberry pi or any other distribution in fact. I have also considered creating my own but even though I have quite a bit of knowledge about programming and Machine Learning, it is not enough for something like this.

Additional context This is an idea I have for a project I am working on in my university and would really appreciate the help or any pointers you might have.

yodakohl commented 5 years ago

I will try to prioritize it but acoustic events models are delayed because the freesound dataset is not released yet. For now I can try to train an experimental version with limited data and therefore limited accuracy.

TheUnriashol commented 5 years ago

I will try to prioritize it but acoustic events models are delayed because the freesound dataset is not released yet. For now I can try to train an experimental version with limited data and therefore limited accuracy.

Hi Neumair, that would be great, I really just simply wanted to know if it were possible. I would love if you could train an experimental version. Like I said the accuracy doesn't have to be perfect since it is only for a school project. I have been looking a lot over the internet and have even found forum/reddit threads that where filled with requests like this but nobody had a good solution. So if you could do it I would really appreciate it, since it would help me out quite a bit.

My main goal is specifically gun shot detection. So crowd commotion is not really that important to me, I just saw it in your possible features list.

Thank you!!!

yodakohl commented 5 years ago

Closing because experiental gun shot detection is up. Accuracy tests and improvements will follow later.