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GitHub topics: mel-frequency-cepstral-coefficients

Omar-Saad-ELGharbawy/Voice-Fingerprint-Identification

Voice Id Door Lock Web-App is a Speaker-Identification and Sentence-Verification using Voice MFCCs Feature and GMM

Language: Jupyter Notebook - Size: 137 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SuperKogito/Voice-based-speaker-identification

:sound: :boy: :girl: :woman: :man: Speaker identification using voice MFCCs and GMM

Language: Python - Size: 105 KB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 48 - Forks: 14

zafarrafii/Zaf-Julia

Zafar's Audio Functions in Julia for audio signal analysis: STFT, inverse STFT, CQT kernel, CQT spectrogram, CQT chromagram, MFCC, DCT, DST, MDCT, inverse MDCT.

Language: Jupyter Notebook - Size: 60.4 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 1

zafarrafii/Zaf-Matlab

Zafar's Audio Functions in Matlab for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT spectrogram, CQT chromagram, DCT, DST, MDCT, inverse MDCT.

Language: Jupyter Notebook - Size: 86 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 43 - Forks: 14

zafarrafii/Zaf-Python

Zafar's Audio Functions in Python for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT spectrogram, CQT chromagram, DCT, DST, MDCT, inverse MDCT.

Language: Jupyter Notebook - Size: 116 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 47 - Forks: 11

PetePrattis/automatic-speech-recognision-system-ASR

A python script that implements an automatic speech recognision system.

Language: Python - Size: 15.6 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

anicolson/matlab_feat

Functions for creating speech features in MATLAB.

Language: MATLAB - Size: 39.1 KB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 12 - Forks: 5

GaffariCelik/CovidCoughNet

CovidCoughNet: A new method based on convolutional neural networks and deep feature extraction using pitch-shifting data augmentation for covid-19 detection from cough, breath, and voice signals

Language: Python - Size: 10.7 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

aniruddhapal211316/spoken_digit_recognition

Speech Recognition on Spoken Digit Dataset using Bidirectional LSTM Model in PyTorch.

Language: Python - Size: 15.9 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

divyansha1115/MFCC

Mel Frequency Cepstral Coefficients (MFCCs) are a feature widely used in automatic speech and speaker recognition. They were introduced by Davis and Mermelstein in the 1980s, and have been state-of-the-art ever since. In this project, we have implemented MFCC feature extraction in Matlab.

Language: MATLAB - Size: 1010 KB - Last synced: 10 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 4

aniruddhavpatil/MusicGenreClassification

Statistical Methods in Artificial Intelligence course project on implementing the paper Music Genre Classification by Haggblade et al (http://cs229.stanford.edu/proj2011/HaggbladeHongKao-MusicGenreClassification.pdf)

Language: JavaScript - Size: 6.81 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

LexicalStressDetection/lexical-stress-detection

Deep Learning model for lexical stress detection in spoken English

Language: Python - Size: 2.43 MB - Last synced: over 1 year ago - Pushed: about 4 years ago - Stars: 15 - Forks: 2

eonu/fsdd

Approximate Dynamic Time Warping (+kNN) and BiLSTM-RNN approaches to isolated word recognition on the Free Spoken Digit Dataset.

Language: Jupyter Notebook - Size: 29.4 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 6 - Forks: 1

hcy71o/Speech_Preprocessing

Overall process of speech signal processing (Mel-spectrogram & MFCCs) and loading data using Pytorch dataloader

Language: Jupyter Notebook - Size: 3.53 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

bharatc9530/Sound-Classification

Using Mel-frequency cepstral coefficients (MFCCs) for feature extraction and deep learning model for prediction

Language: Jupyter Notebook - Size: 12.5 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

gagi3/instrecognition-tool

A tool for instrument recognition.

Language: Jupyter Notebook - Size: 682 KB - Last synced: over 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

Related Keywords
mel-frequency-cepstral-coefficients 16 mfcc 10 short-time-fourier-transform 4 mel-spectrogram 4 discrete-cosine-transform 4 audio-signal-processing 3 chromagram 3 constant-q-transform 3 cqt-kernel 3 cqt-spectrogram 3 dct 3 discrete-sine-transform 3 dst 3 stft 3 mdct 3 mel-filterbank 3 modified-discrete-cosine-transform 3 deep-learning 3 gaussian-mixture-models 3 machine-learning 3 dynamic-time-warping 3 convolutional-neural-network 2 speech-processing 2 audio-classification 2 knn 2 k-nearest-neighbors 2 free-spoken-digit-dataset 2 fsdd 2 long-short-term-memory 2 lstm 2 pytorch 2 knn-classification 2 dtw 2 automatic-speech-recognition 2 matlab 2 python 2 asr 2 inverse-stft 2 inverse-mdct 2 digital-signal-processing 2 fourier-transform 2 voice 2 signal 2 gmm 2 mfcc-features 2 scikit-learn 2 music-genre-classification 1 audio-processing 1 kmeans-clustering 1 sound-classification 1 instrument-recognition 1 irmas 1 k-nearest-neighbours 1 voice-signals 1 sound-analysis 1 nyquist 1 neural-network 1 random-forest 1 svm-classifier 1 data-science 1 english-learning 1 lexical-stress-detection 1 pronunciation 1 pronunciation-scoring 1 speech-signal-processing 1 speech-recognition 1 power-spectrum 1 dataloader 1 variable-length-data 1 sequence-classification 1 librosa 1 fir-filter 1 computer-science 1 istft 1 imdct 1 julia 1 vocal 1 speech 1 speaker-recognition 1 speaker-identification 1 scikit-learn-python 1 mel-frequencies 1 speaker-verification 1 speach-recognition 1 scipy 1 dsp 1 pitch-shifting 1 covid-19 1 cough-sound 1 speech-features 1 speech-analysis 1 spectral-subband-centroids 1 spectral-suband-energies 1 psd 1 power-spectral-density 1 mel-filter-banks 1 matlab-feat 1 magnitude-spectrum 1 features 1 student 1