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Mel-Frequency Cepstrum Coefficients

Perintah Menggunakan Sinyal Suara dengan Mel-Frequency Cepstrum Coefficients dan Learning Vector Quantization

Perintah Menggunakan Sinyal Suara dengan Mel-Frequency Cepstrum Coefficients dan Learning Vector Quantization

... menggunakan Mel-Frequency Cepstrum Coefficients untuk ekstraksi sinyal dan menggunakan Learning Vector Quantization untuk pelatihan dan pengujian yang sebelumnya dilakukan praproses untuk ...

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Design of An Intelligent Speaker Recognition System using Mel Frequency Cepstrum Coefficients and Vector Quantization for Biometric Authentication

Design of An Intelligent Speaker Recognition System using Mel Frequency Cepstrum Coefficients and Vector Quantization for Biometric Authentication

... Speaker identification and Speaker verification. In speaker identification, which speaker has uttered the given speech is found out, whereas in speaker verification, the speaker who is claiming a particular identity is ...

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The Implementation of Speech Recognition using Mel-Frequency Cepstrum Coefficients (MFCC) and Support Vector Machine (SVM) method based on Python to Control Robot Arm

The Implementation of Speech Recognition using Mel-Frequency Cepstrum Coefficients (MFCC) and Support Vector Machine (SVM) method based on Python to Control Robot Arm

... used Mel-Frequency Cepstrum Coefficients (MFCC) method and to learn the database of speech recognition used Support Vector Machine (SVM) method, the algorithm based on Python ...

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Implementasi Pengenalan Pola Suara Menggunakan Mel-Frequency Cepstrum Coefficients(MFCC) dan Adaptive Neuro-Fuzzy Inferense System(ANFIS) sebagai Kontrol Lampu Otomatis

Implementasi Pengenalan Pola Suara Menggunakan Mel-Frequency Cepstrum Coefficients(MFCC) dan Adaptive Neuro-Fuzzy Inferense System(ANFIS) sebagai Kontrol Lampu Otomatis

... Kata Kunci: Pengenalan suara, Mel-Frequency Cepstrum Coefficients, ANFIS, Sistem Kontrol. PENDAHULUAN Sistem otomatisasi terutama robotika merupakan sistem yang dapat mempermudah pekerjaaan ...

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VOICE RECOGNITION SECURITY SYSTEM USING MEL FREQUENCY CEPSTRUM COEFFICIENTS

VOICE RECOGNITION SECURITY SYSTEM USING MEL FREQUENCY CEPSTRUM COEFFICIENTS

... and Mel-cepstrum ...the frequency contents of sounds of speech signals does not follow a linear ...a frequency f in Hz, a pitch is being measured on a scale called the “Mel ...The ...

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Detection of noisy-and-reverberant shouted speech using rahmonic and mel-frequency cepstrum coefficients

Detection of noisy-and-reverberant shouted speech using rahmonic and mel-frequency cepstrum coefficients

... とメルケプストラム(Mel-Frequency Cepstrum Coeffi- cients: MFCCs)を用いた叫び声検出手法について述べる.人間の聴覚特性を考慮したケプストラム係数である MFCCs は,音韻を特定するための声道特徴量を示しており,また基本周波数の低調波成分である Rahmonic は,人間の声帯運 ...

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Performance evaluation of noisy shouted speech detection based on acoustic model with rahmonic and mel-frequency cepstrum coefficients

Performance evaluation of noisy shouted speech detection based on acoustic model with rahmonic and mel-frequency cepstrum coefficients

... with mel-frequency cepstrum coefficients (MFCCs) and rahmonic in order to robustly detect a shouted speech in noisy ...up mel-frequency cepstrum, and rahmonic shows a subharmonic ...

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Makhraj Recognition of Hijaiyah Letter for Children Based on Mel-Frequency Cepstrum Coefficients (MFCC) and Support Vector Machines (SVM) Method

Makhraj Recognition of Hijaiyah Letter for Children Based on Mel-Frequency Cepstrum Coefficients (MFCC) and Support Vector Machines (SVM) Method

... Speech recognition is a conversion of the speech audio data to the text [4]. The conversion process needs an audio signal to identified by the audio feature extraction and Machines learning with the result classifying the ...

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Text Independent Automatic Speaker Recognition System Using Mel Frequency Cepstrum Coefficient and Gaussian Mixture Models

Text Independent Automatic Speaker Recognition System Using Mel Frequency Cepstrum Coefficient and Gaussian Mixture Models

... on Mel-Frequency Cepstrum Coefficients (MFCC) and Gaussian Mixture Models (GMM), in or- der to develop a security control access ...these coefficients were statistically analyzed by GMM ...

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Glottal Source Cepstrum Coefficients Applied to NIST SRE 2010

Glottal Source Cepstrum Coefficients Applied to NIST SRE 2010

... 28660 Boadilla del Monte, Madrid – SPAIN E-MAIL: [email protected] Abstract. Through the present paper, a novel feature set for speaker recognition based on glottal estimate information is presented. An iterative ...

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Infant's Cry Detection Using Linear Frequency Cepstrum Coefficients

Infant's Cry Detection Using Linear Frequency Cepstrum Coefficients

... the cepstrum and the mel-frequency cepstrum is that in the MFC, the frequency bands are equally spaced on the mel scale, which approximates the human auditory system's response ...

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Using Mel Frequency Cepstral Coefficients in Missing Data Technique

Using Mel Frequency Cepstral Coefficients in Missing Data Technique

... To implement the cepstral marginalisation approach, we propose a new technique to evaluate the reliability of each feature component in the Mel-cepstrum domain. Two cri- teria for detecting the reliable ...

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Mel-Cepstrum Based Steganalysis for VoIP-Steganography

Mel-Cepstrum Based Steganalysis for VoIP-Steganography

... the Mel-cepstrum in speech ...the cepstrum of acoustical signals, the spectrum is usually first trans- formed using the Mel frequency ...the Mel-spectrum and is used as the input ...

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An Automatic Infants Cry Detection Using Linear Frequency Cepstrum Coefficients(LFCC)

An Automatic Infants Cry Detection Using Linear Frequency Cepstrum Coefficients(LFCC)

... lower frequency region below 2 kHz, whe- reas the harmonic structure becomes drastically weaker as the frequency ...lower frequency region, and the transitional patterns of speech are manifold in ...

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A Survey on an Automatic Infant's Cry Detection Using Linear Frequency Cepstrum Coefficients

A Survey on an Automatic Infant's Cry Detection Using Linear Frequency Cepstrum Coefficients

... palate Mel-frequency cepstral coefficients (MFCCs) are coefficients that collectively make up an ...the cepstrum and the mel-frequency cepstrum is that in the MFC, ...

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Text Dependent Speaker Identification using Hidden Markchov Model and Mel Frequency Cepstrum Coefficient

Text Dependent Speaker Identification using Hidden Markchov Model and Mel Frequency Cepstrum Coefficient

... signal. Mel Frequency Cepstral Coefficients (MFCC) are used to extract features from the speech signal and compare the unknown speaker with the exits speaker in the ...with frequency; filters ...

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Speech to text Synthesis from Video Automated Subtitling Using Levinson Durbin Method of MEL Frequency Cepstrum Coefficient

Speech to text Synthesis from Video Automated Subtitling Using Levinson Durbin Method of MEL Frequency Cepstrum Coefficient

... Then, the testing was done by obtaining the speech of the speaking of Urdu numbers and processed in Simulink of 15 different speakers. These were the data to be processed such as data length as the number of samples, ...

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Speaker Identification using Mel-frequency Cepstrum Coefficient

Speaker Identification using Mel-frequency Cepstrum Coefficient

... Now a days, Speaker identification is most popular technology and there is a much little research on it for practical application. When a human speaks any word, it contains certain frequency and amplitude. Speaker ...

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Features extraction of heart sounds using time frequency distribution and mel frequency cepstrum coefficient

Features extraction of heart sounds using time frequency distribution and mel frequency cepstrum coefficient

... JUDUL: FEATURES EXTRACTION OF HEART SOUNDS USING TIME-FREQUENCY DISTRIBUTION AND MEL-FREQUENCY CEPSTRUM COEFFICIENT.. SESIPENGAJIAN : 2005/2006.[r] ...

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Palmprint recognition based on Mel frequency Cepstral coefficients feature extraction

Palmprint recognition based on Mel frequency Cepstral coefficients feature extraction

... Wavelets are a mathematical tool for hierarchically decompos- ing functions. They allow a function to be described in terms of a coarse overall shape, plus details that range from broad to narrow. Regardless of whether ...

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