High performance robust audio event recognition system based on FPGA platform
Sign Up to like & getrecommendations! Published in 2018 at "Cognitive Systems Research"
DOI: 10.1016/j.cogsys.2017.12.001
Abstract: Abstract Audio event recognition is applied in many novel application areas. Opposing the deep CNN, 1-max pooling CNN is a simple, but efficient CNN architecture for robust audio event recognition. This study proposes a parallel… read more here.
Keywords: event recognition; robust audio; audio event; max pooling ... See more keywords
A Robust Audio Fingerprinting Using a New Hashing Method
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DOI: 10.1109/access.2020.3024951
Abstract: To enhance the tracking performance of illegal audio copies, we introduce a robust audio fingerprinting method against various attacks in this paper. Most audio fingerprints consist of the information in the frequency band of audio.… read more here.
Keywords: new hashing; method; audio; audio fingerprinting ... See more keywords
SNR-Constrained Heuristics for Optimizing the Scaling Parameter of Robust Audio Watermarking
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2018.2812599
Abstract: In spread spectrum (SS) based robust audio watermarking, the scaling parameter is an important factor for balancing between robustness and imperceptibility. There have been intense studies of the embedded parameter optimization in light of the… read more here.
Keywords: snr constrained; robust audio; scaling parameter; parameter ... See more keywords