Approach to sounds recognition with Machine or Deep Learning techniques?

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Nut 2017 年 11 月 6 日
I'm working about a problem of sounds recognition: I could have ten different noises, and I need the computer can classify them, telling me which noise is when I supply as input a microphone signal or a registered audio file.
In other words, I would like to write a code with capabilities similar to the one described in this video, but using sounds instead of images:
Could someone help me in terms of approach to the problem? Which file format I need to train the network (mp3, wav...)? Which neural network could I use? Could you suggest me some references and examples?
Thank you so much, kind regards.

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