DeepSpeech on PaddlePaddle

中文版

DeepSpeech on PaddlePaddle is an open-source implementation of end-to-end Automatic Speech Recognition (ASR) engine, with PaddlePaddle platform. Our vision is to empower both industrial application and academic research on speech recognition, via an easy-to-use, efficient and scalable implementation, including training, inference & testing module, and demo deployment.

Models

Baidu's Deep Speech2

Setup

python 3.7
paddlepaddle 2.0.0

Run the setup script for the remaining dependencies

git clone https://github.com/PaddlePaddle/DeepSpeech.git
cd DeepSpeech
pushd tools; make; popd
source tools/venv/bin/activate
bash setup.sh

Source venv before do experiment.

source tools/venv/bin/activate

Getting Started

Please see Getting Started and tiny egs.

More Information

Install
Getting Started
Data Prepration
Data Augmentation
Ngram LM
Server Demo
Benchmark
Relased Model
FAQ

Questions and Help

You are welcome to submit questions and bug reports in Github Issues. You are also welcome to contribute to this project.