Acoustic Scene Recognition with Deep Learning

  title={Acoustic Scene Recognition with Deep Learning},
  author={Wei Dai},
Background. Sound complements visual inputs, and is an important modality for perceiving the environment. Increasingly, machines in various environments have the ability to hear, such as smartphones, autonomous robots, or security systems. This work applies state-of-the-art Deep Learning models that have revolutionized speech recognition to understanding general environmental sounds. Aim. This work aims to classify 15 common indoor and outdoor locations using environmental sounds. We compare… CONTINUE READING


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