Sound Texture Generative Model Guided by a Lossless Mel-Frequency Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2867804
Abstract: Rainstorms, insect swarms, and galloping horses produce “sound textures,” which are the resulting natural sounds of many similar acoustic events. With new achievements emerging regularly for generative models, the deep convolutional neural network (CNN) has… read more here.
Keywords: mel frequency; network; frequency; sound texture ... See more keywords
Wireless Standard Identification via Mel Frequency Cepstrum
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Communications Letters"
DOI: 10.1109/lcomm.2022.3201967
Abstract: Wireless standard identification is a process of determining the standard category or perceiving the system properties from the received wireless signal, which is applied to the cognitive radio or the spectrum monitoring. In this letter,… read more here.
Keywords: wireless standard; frequency; identification; standard identification ... See more keywords
On the Comparison of Line Spectral Frequencies and Mel-Frequency Cepstral Coefficients Using Feedforward Neural Network for Language Identification
Sign Up to like & getrecommendations! Published in 2018 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v10.i1.pp168-175
Abstract: Of the many audio features available, this paper focuses on the comparison of two most popular features, i.e. line spectral frequencies (LSF) and Mel-Frequency Cepstral Coefficients. We trained a feedforward neural network with various hidden… read more here.
Keywords: mel frequency; network; spectral frequencies; line spectral ... See more keywords
Breathing crack damage diagnostic strategy using improved MFCC features
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Intelligent Material Systems and Structures"
DOI: 10.1177/1045389x211001446
Abstract: In this paper, a new two-stage damage diagnostic technique for breathing crack identification in using improved Mel frequency Cepstral Analysis is proposed for engineering structures. The improvements such as the centre frequencies of Mel-filter bank… read more here.
Keywords: breathing crack; damage; frequency cepstral; crack ... See more keywords
Detection of sand deposition in pipeline using percussion, voice recognition, and support vector machine
Sign Up to like & getrecommendations! Published in 2020 at "Structural Health Monitoring"
DOI: 10.1177/1475921720918890
Abstract: Deposits prevention and removal in pipeline has great importance to ensure pipeline operation. Selecting a suitable removal time based on the composition and mass of the deposits not only reduces cost but also improves efficiency.… read more here.
Keywords: mel frequency; pipeline; recognition; cepstrum coefficients ... See more keywords
Fusion of Linear and Mel Frequency Cepstral Coefficients for Automatic Classification of Reptiles
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DOI: 10.3390/app7020178
Abstract: Bioacoustic research of reptile calls and vocalizations has been limited due to the general consideration that they are voiceless. However, several species of geckos, turtles, and crocodiles are abletoproducesimpleandevencomplexvocalizationswhicharespecies-specific.Thisworkpresents a novel approach for the automatic… read more here.
Keywords: classi cation; mel frequency; cation; linear mel ... See more keywords