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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

UpdatedOct 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

UpdatedMay 12, 2025
C

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

UpdatedMay 24, 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

UpdatedNov 3, 2023
Python

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

UpdatedSep 27, 2022
C#

spafe

SuperKogito /spafe

🔉 spafe: Simplified Python Audio Features Extraction

audio python music frequency signal-processing dsp voice sound audio-analysis music-information-retrieval beat mfcc pitch speech-processing frequencies frequency-analysis filterbank features-extraction time-frequency-analysis gammatone-filterbanks

UpdatedMar 20, 2025
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

UpdatedSep 18, 2021
C++

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

UpdatedMar 3, 2023
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

UpdatedNov 4, 2025
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

UpdatedJul 6, 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

UpdatedDec 28, 2020
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

UpdatedJul 6, 2023
Python

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

UpdatedAug 7, 2025
C++

sp-nitech /diffsptk

A differentiable version of SPTK

python deep-learning signal-processing dsp pytorch lpc stft k-means digital-signal-processing gmm mfcc nmf plp lsp cqt sptk mdct ddsp cepstrum pqmf

UpdatedOct 18, 2025
Python

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

UpdatedFeb 12, 2023
C

tympanix /subsync

Synchronize your subtitles using machine learning

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

UpdatedSep 18, 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

UpdatedDec 2, 2020
Jupyter Notebook

ZhuoZhuoCrayon /AcousticKeyBoard-Web

❓声学键盘｜脑洞大开：做一个能听懂键盘敲击键位的「玩具」，学习信号处理 / 深度学习 / 安卓 / Django。

django deep-learning tensorflow lstm mfcc

UpdatedJan 26, 2025
Python

GauravWaghmare /Speaker-Identification

A program for automatic speaker identification using deep learning techniques.

keras mfcc speaker-recognition speaker-verification

UpdatedFeb 28, 2017
Python

MycroftAI /sonopy

A simple audio feature extraction library

library sound spectrogram mfcc audio-processing mel-spectrogram

UpdatedJul 3, 2019
Python

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