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Multiple Drone Detection and Acoustic Scene Classification with Deep LearningVemula, Hari Charan January 2018 (has links)
No description available.
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Detekce Akustického Prostředí z Řeči / Acoustic Scene Classification from SpeechDobrotka, Matúš January 2018 (has links)
The topic of this thesis is an audio recording classification with 15 different acoustic scene classes that represent common scenes and places where people are situated on a regular basis. The thesis describes 2 approaches based on GMM and i-vectors and a fusion of the both approaches. The score of the best GMM system which was evaluated on the evaluation dataset of the DCASE Challenge is 60.4%. The best i-vector system's score is 68.4%. The fusion of the GMM system and the best i-vector system achieves score of 69.3%, which would lead to the 20th place in the all systems ranking of the DCASE 2017 Challenge (among 98 submitted systems from all over the world).
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