Search Results - RepositoryStats

3.8k

15.9k

gpl-3.0

461

Machine learning, in numpy

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

Created 2019-04-06

348 commits to master branch, last one 3 years ago

aubio aubio

385

3.4k

gpl-3.0

86

a library for audio and music analysis

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

Created 2009-12-04

4,161 commits to master branch, last one about a year ago

audioFlux libAudioFlux

123

3.0k

mit

34

A library for audio and music analysis, feature extraction.

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

Created 2023-01-16

165 commits to master branch, last one 8 months ago

emotion-recognition-using-speech x4nth055

235

607

mit

23

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

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

Created 2019-04-27

80 commits to master branch, last one about a year ago

NWaves ar1st0crat

76

480

mit

30

.NET DSP library with a lot of audio processing functions

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

Created 2017-10-05

271 commits to master branch, last one 2 years ago

spafe SuperKogito

79

464

bsd-3-clause

11

:sound: spafe: Simplified Python Audio Features Extraction

Created 2019-09-16

373 commits to master branch, last one 7 months ago

Gist adamstark

76

376

gpl-3.0

27

A C++ Library for Audio Analysis

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

Created 2014-06-22

100 commits to master branch, last one 3 years ago

Speech_Signal_Processing_and_Classification gionanide

65

244

mit

11

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 emplo...

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

Created 2018-03-16

197 commits to master branch, last one about a year ago

SPTK sp-nitech

26

232

apache-2.0

17

A suite of speech signal processing tools

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

Created 2017-09-13

902 commits to master branch, last one about a month ago

pyAudioProcessing jsingh811

39

221

gpl-3.0

3

Audio feature extraction and classification

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

Created 2019-07-16

166 commits to master branch, last one about a year ago

Voice-based-gender-recognition SuperKogito

66

206

mit

11

:sound: :boy: :girl:Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

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

Created 2018-09-23

37 commits to master branch, last one about a year ago

kaldifeat csukuangfj

36

194

other

7

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

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

Created 2021-02-25

165 commits to master branch, last one 3 days ago

diffsptk sp-nitech

14

173

apache-2.0

10

A differentiable version of SPTK

Created 2022-03-08

740 commits to master branch, last one 3 days ago

MevonAI-Speech-Emotion-Recognition SuyashMore

46

166

mit

8

Identify the emotion of multiple speakers in an Audio Segment

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

Created 2020-08-19

37 commits to master branch, last one about a year ago

subsync tympanix

16

151

apache-2.0

10

Synchronize your subtitles using machine learning

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

Created 2018-03-21

70 commits to master branch, last one 5 years ago

node-personal-wakeword mathquis

7

61

unknown

2

Personal wake word detector

dtw mfcc node wakeword hotword-detector hotword-detection

Created 2020-06-06

71 commits to master branch, last one 2 years ago

AcousticKeyBoard-Web ZhuoZhuoCrayon

4

59

mit

1

❓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。

lstm mfcc django tensorflow deep-learning

Created 2021-03-21

119 commits to master branch, last one 7 days ago

speech-accent-detection k-farruh

12

56

mit

1

The human speaks a language with an accent. A particular accent necessarily reflects a person's linguistic background. The model defines accent based audio record. The result of the model could be use...

mfcc accent native-speakers accent-detection english-languages

Created 2020-08-18

10 commits to master branch, last one 3 years ago

Zaf-Python zafarrafii

11

55

unknown

1

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.

Created 2020-08-17

250 commits to master branch, last one 11 months ago

spectra mechanicalsea

4

41

unknown

5

Spectra extraction tutorials based on torch and torchaudio.

mfcc pytorch filterbank voice-activity-detection

Created 2020-02-26

21 commits to master branch, last one about a year ago