torchaudio and associated libraries to build a DNN for audio classification
We tackle the problem as vision problem rather than working in 1D waveform. We create mel spectrograms from the audio and perform the classification of audios
Using the Urban8K dataset for classification. Link
Excellent resource for leanring audio signal processing can be found here Link