First of all, forgive me if I sound stupid. I am still learning Audio Processing. So I am trying to make a machine learning model for detecting a specific insect through sound.
My questions are:
The next step would be to extract features from this, do I have to frame the audio manually and extract the features from that specific frame? Like this?
- How would I remove the silence where the sound of the insects is not present?
- Or do I have to analyze it directly for the whole duration of the sound? I have tested Librosa's Library in generating Spectrogram, here is the output:
- Any good resources you can recommend for beginners?
Thank you so much.