Improved Convolutional Neural Networks for Acoustic Event Classification
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DOI: 10.1007/s11042-018-6991-4
Abstract: To further exploit the potential performance of convolutional neural networks in acoustic event classification, an improved convolutional neural network called AecNet (Acoustic event classification net) is proposed. For traditional convolutional neural network lacks the representation… read more here.
Keywords: event classification; neural networks; acoustic event; convolutional neural ... See more keywords
Gunshot acoustic event identification and shooter localization in a WSN of asynchronous multichannel acoustic ground sensors
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DOI: 10.1007/s11045-017-0479-7
Abstract: Gunshot acoustic localization for military and civilian security systems has long been an important topic of research. In recent years the development of Wireless Sensor Network (WSN) systems of independent Unmanned Ground Sensors (UGS) performing… read more here.
Keywords: gunshot acoustic; ground sensors; acoustic event; event ... See more keywords
Global statistical features-based approach for Acoustic Event Detection
Sign Up to like & getrecommendations! Published in 2018 at "Applied Acoustics"
DOI: 10.1016/j.apacoust.2018.04.026
Abstract: Abstract The analysis of acoustic data typically discusses the problem of segmenting the acoustic events into non-overlapping acoustically compact categories. In Acoustic Event Detection (AED), an acoustic event is categorized into speech and non-speech events.… read more here.
Keywords: global statistical; event detection; acoustic event; approach ... See more keywords