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       <img src="phd_dnn_1.png">
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-      Any audio file conveys a kind of sound that we can hear from the audio file, may it be the sound of a band playing a song, a vehicle passing by on a highway, a crying baby, etc. Besides conveying sound, there is a certain information that can be gathered from an audio file. Machine listening is a discipline under machine learning which is used in audio signal processing and applying machine learning to automatically retrieving, analyzing, and classifying audio recordings or files. Machine listening can be a valuable process in areas that require processing based on voice content rather than visual content. Machine listening finds applications in almost all the fields right from technology, security to healthcare. 
+      Any audio file conveys a kind of sound that we can hear from the audio file, may it be the sound of a band playing a song, a vehicle passing by on a highway, a crying baby, etc. Besides conveying sound, there is a certain information that can be gathered from an audio file. Machine listening is a discipline under machine learning which is used in audio signal processing and applying machine learning to automatically retrieving, analyzing, and classifying audio recordings or files. Machine listening can be a valuable process in areas that require processing based on voice content rather than visual content. Machine listening finds applications in almost all the fields right from technology, security to healthcare. Implementation of the model can be found <a href="https://transfer.hft-stuttgart.de/gitlab/m4lab_tv1/hpc_vehicle_classification"> hier</a>.
 
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