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mfcc

Here are 250 public repositories matching this topic...

ddbourgin / numpy-ml

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

Updated Oct 29, 2023
Python

aubio / aubio

a library for audio and music analysis

audio python music c annotation analysis extraction sound beat mfcc onset pitch tempo-tracking

Updated Aug 3, 2024
C

x4nth055 / emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

machine-learning deep-learning sklearn keras recurrent-neural-networks feature-extraction neural-networks support-vector-machine mfcc librosa emotion-detection gradient-boosting emotion-recognition kneighborsclassifier random-forest-classifier mlp-classifier speech-emotion-recognition emotion-recognizer

Updated Nov 3, 2023
Python

audioFlux

libAudioFlux / audioFlux

A library for audio and music analysis, feature extraction.

audio python music machine-learning deep-learning signal-processing audio-features audio-analysis music-information-retrieval spectrogram mfcc pitch mir spectral-analysis music-analysis audio-processing wavelet-analysis wavelet-transform time-frequency-analysis

Updated May 24, 2024
C

spafe

SuperKogito / spafe

🔉 spafe: Simplified Python Audio Features Extraction

Updated Jun 19, 2024
Python

adamstark / Gist

A C++ Library for Audio Analysis

audio music gist c-plus-plus audio-analysis music-information-retrieval fft mfcc mir spectral-analysis pitch-tracking onset-detection

Updated Sep 18, 2021
C++

ar1st0crat / NWaves

.NET DSP library with a lot of audio processing functions

audio sound-effects dsp fda wav feature-extraction noise signal lpc resampling filtering mfcc pitch mir adaptive-filtering psychoacoustics wavelets sound-synthesis time-stretch

Updated Sep 27, 2022
C#

SuperKogito / Voice-based-gender-recognition

🔉 👦 👧Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

data-science machine-learning scikit-learn voice speech gaussian-mixture-models signal gender-recognition gender gmm mfcc speaker gender-classification vocal gender-recognition-by-voice gender-detection mel-frequencies scikit-learn-python

Updated Jul 6, 2023
Python

gionanide / Speech_Signal_Processing_and_Classification

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can…

nlp classifier natural-language-processing feature-extraction nltk gaussian-mixture-models support-vector-machines mfcc principal-component-analysis speech-processing linear-discriminant-analysis isomap spectral-clustering long-short-term-memory kernel-pca spectral-embedding locally-linear-embedding linear-prediction-coefficients speech-utterance

Updated Mar 3, 2023
Python

ewan-xu / LibrosaCpp

LibrosaCpp is a c++ implemention of librosa to compute short-time fourier transform coefficients,mel spectrogram or mfcc

eigen mfcc librosa

Updated Dec 28, 2020
C++

SuyashMore / MevonAI-Speech-Emotion-Recognition

Identify the emotion of multiple speakers in an Audio Segment

machine-learning deep-learning artificial-intelligence convolutional-neural-networks mfcc emotion-analysis speech-processing keras-tensorflow emotion-recognition colab-notebook mfcc-analysis uis-rnn diarization

Updated Feb 12, 2023
C

jsingh811 / pyAudioProcessing

Audio feature extraction and classification

classifier audio-files feature-extraction audio-data mfcc hyperparameter-tuning wav-files classify mfcc-features mfcc-extractor classify-audio gfcc gfcc-features gfcc-extractor spectral-features chroma-features classifier-options classify-audio-samples pyaudioprocessing

Updated Jul 6, 2023
Python

amanbasu / speech-emotion-recognition

Detecting emotions using MFCC features of human speech using Deep Learning

deep-learning tensorflow emotion speech-recognition rnn mfcc emotion-recognition

Updated Dec 2, 2020
Jupyter Notebook

csukuangfj / kaldifeat

Kaldi-compatible online & offline feature extraction with PyTorch, supporting CUDA, batch processing, chunk processing, and autograd - Provide C++ & Python API

python cpp pytorch kaldi mfcc plp features-extraction fbank online-feature-extractor streaming-feature-extractor

Updated Oct 30, 2024
C++

GauravWaghmare / Speaker-Identification

A program for automatic speaker identification using deep learning techniques.

keras mfcc speaker-recognition speaker-verification

Updated Feb 28, 2017
Python

sp-nitech / SPTK

A suite of speech signal processing tools

cpp signal-processing dsp speech lpc unix-command mfcc speech-processing audio-processing lsp sptk cepstrum

Updated Nov 16, 2024
C++

MycroftAI / sonopy

A simple audio feature extraction library

library sound spectrogram mfcc audio-processing mel-spectrogram

Updated Jul 3, 2019
Python

ZitengWang / python_kaldi_features

python codes to extract MFCC and FBANK speech features for Kaldi

Updated Nov 28, 2018
Python

tympanix / subsync

Synchronize your subtitles using machine learning

machine-learning neural-network delay subtitles subtitle fix mfcc shift subsync speech-detection shift-subtitle

Updated Sep 18, 2023
Python

nipunmanral / Spoken-Language-Identification

Implement a GRU/LSTM model using Keras, and train it to classify the languages using MFCC features

deep-learning keras lstm gru neural-networks mfcc language-identification

Updated Aug 2, 2024
Python

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