How can I make realtime filter of specific sounds in my TV?
Hi forum! I noticed that my dog goes mad when it hears another dog barking in a TV show. I am curious, is it possible to make a real-time filter for my TV that will remove those sounds?
How can I make realtime filter of specific sounds in my TV?
Olya_Olya
2019-02-20 14:44:16 UTC
report abuse
Answers
See below possible solutions: - Acquire a dataset of 'clean' audio samples without barking dogs and a dataset of barking dogs sounds. - Generate a training set by mixing random selection of clean audio with a random selection of barking dog noises at various volume levels. This is your input data. Your output data is the clean audio before you added the barking. - Find a suitable neural network. This might be a good starting point: https://github.com/andabi/music-source-separation - Train the network. - Apply the network to a load of the clean+bark mixes and check the result by ear. If the results are not good enough, go to 3 to tweak the network. If the results are still poor go to 2 and generate more training data, perhaps adding some distortions or other effects the barking.
"
Are you shure you want to close this post?
Are you shure you want to pin this post?
Report comment
Thank you for reporting this comment, the Imaginghub Community Management will verify your request.
Log in with Google