wyj1996 / speech-recognition-for-people-with-dysarthria

Our graduation project aims to help to facilitate the communication between the people who suffer from dysarthria with the people around them in the emergencies. our project pipeline consists of three phases. Automatic speech recognition using bi�directional LSTM, Auto correction using Noisy channel model and Text-To-Speech using google API. the data features are extracted using MFCC.

speech-recognition-for-people-with-dysarthria

Arabic dataset:

https://github.com/DoniaWaelSamir/Arabic-Dysarthria-Dateset.git

TORGO dataset :

http://www.cs.toronto.edu/~complingweb/data/TORGO/torgo.html

UASpeech dataset :

http://ifp-08.ifp.uiuc.edu/protected/UASpeech/

username: isle password: download

OpenSource Tools:

PNCC : https://github.com/supikiti/PNCC