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acoustic_features

This folder contains python scripts to perform acoustic analysis on speech signals

cirapp

Speech recording app for CI users

disvoice

python freamework to extract features from speech

dr.vot

Dr.VOT is an a software package for automatic measurement of voice onset time (VOT).

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gammatone

Gammatone-based spectrograms, using gammatone filterbanks or Fourier transform weightings.

gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

generativemodels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

ivector-xvector

Extract xvector and ivector under kaldi

kaldi

This is now the official location of the Kaldi project.

mlfromscratch

Machine Learning algorithm implementations from scratch.

mp-gtf

Multi-Phase Gammatone Filterbank (MP-GTF) construction for Python

neuromovemobile

Android application to capture and analyze speech and movement bio-signals for people with neurodegenerative disorders

openseq2seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

phonoq

PhonoQ is a deep learning model used to compute phonetic-based features related to duration, rate, rhythm*, and goodness of pronunciation* of 18 phonological classes

phonvoc

Phonetic and phonological vocoding platform

pocketsphinx

PocketSphinx is a lightweight speech recognition engine, specifically tuned for handheld and mobile devices, though it works equally well on the desktop

pocketsphinx-python

Python interface to CMU Sphinxbase and Pocketsphinx libraries

praat

Praat: Doing Phonetics By Computer

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

rnnoise-models

Trained neural networks and requisite information and data for rnnoise-nu

sail_align

SailAlign is an open-source software toolkit for robust long speech-text alignment implementing an adaptive, iterative speech recognition and text alignment scheme that allows for the processing of very long (and possibly noisy) audio and is robust to transcription errors. It is mainly written as a perl library but its functionality also depends on freely available software, namely HTK, srilm and sclite.

speech_feature_extractor

Some useful features of speech process, such as MFCC, gammatone filterbank, GFCC, spectrum(power spectrum and log-power spectrum), Amplitude Modulation Spectrum(AMS) and so on.

speechrecweb

Speech recording platform using a WEB interface

srmrpy

Python implementation of the SRMR toolbox

statannot

add statistical annotations (pvalue significance) on an existing boxplot generated by seaborn boxplot

tariasvergara.github.io

umap

Uniform Manifold Approximation and Projection