Audio Classification Using Neural Networks

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Urban Sound Classification using Convolutional Neural ...

https://medium.com/gradientcrescent/urban-sound-classification-using-convolutional-neural-networks-with-keras-theory-and-486e92785df4#:~:text=It%20may%20seem%20not%20intuitive%20to%20utilize%20convolutional,in%20frequency%20%28Hz%29%20and%20intensity%2Floudness%20%28dB%29%20over%20time.

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Audio Classification : A Convolutional Neural Network ...

https://medium.com/@CVxTz/audio-classification-a-convolutional-neural-network-approach-b0a4fce8f6c

Audio Classification : A Convolutional Neural Network Approach. Audio Classification can be used for audio scene understanding which in turn is …

Recurrent Neural Nets for Audio Classification | by Papia ...

https://towardsdatascience.com/recurrent-neural-nets-for-audio-classification-81cb62327990

Use the librosa package to load and display an audio file like this: sample_num=3 #pick a file to display filename=df.recording_id[sample_num]+str('.flac') #get the filename #define the beginning time of the signal tstart = df.t_min[sample_num] tend = df.t_max[sample_num] #define the end time of the signal y,sr=librosa.load('train/'+str(filename)) …

A Deep Neural Network for Audio Classification with a ...

https://deepai.org/publication/a-deep-neural-network-for-audio-classification-with-a-classifier-attention-mechanism

Audio classification is considered as a challenging problem in pattern recognition. Recently, many algorithms have been proposed using deep neural networks. In this paper, we introduce a new attention-based neural network architecture called Classifier-Attention-Based Convolutional Neural Network (CAB-CNN). The algorithm uses a newly designed architecture …

(PDF) Audio event classification using deep neural …

https://www.researchgate.net/publication/262011612_Audio_event_classification_using_deep_neural_networks

Use of Deep Neural Network (DNN) for the audio classification can be seen as an emerging research area. Zvi Kons and Olith Tolendo-Ronen have …

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