Hi @_Amo,
welcome to the forum. Please feel free to have a look at this article, it sounds pretty similar. There’re some inspirations for supervised and unsupervised learning approaches.
  
      

      Google AI Blog
  

  
    

Acoustic Detection of Humpback Whales Using a Convolutional Neural Network 7

  Posted by Matt Harvey, Software Engineer, Google AI Perception   Over the last several years, Google AI Perception  teams have developed tec...