tensorflow-speech-recognition-challenge

Repository for Kaggle Competition of Speech Recognition

Installation for Ubuntu 16.04.3 LTS

Install Docker CE:

https://docs.docker.com/engine/installation/linux/docker-ce/ubuntu/

Download the code:

git clone https://github.com/leonardovaleriano/tensorflow-speech-recognition-challenge.git
cd tensorflow-speech-recognition-challenge

Build the Docker image:

docker build -t tensorflow-py3-gpu .

Copy the path using pwd

Docker run the container (Ignore the -c and argument to disable jupyter and get the terminal)

docker run -v <path>:/app -p 8888:8888 --name tensorflow-speech-recognition-challenge -it tensorflow-py3-gpu /bin/bash -c "jupyter notebook --ip=0.0.0.0 --port=8888 --allow-root"

Execute Jupyter in container

docker start tensorflow-speech-recognition-challenge
docker exec -it tensorflow-speech-recognition-challenge bash -c "jupyter notebook --ip=0.0.0.0 --port=8888 --allow-root"

Access the Notebooks (use the token provided by Jupyter):

http://localhost:8888/

Download the data sets into project folder:

wget https://www.kaggle.com/c/tensorflow-speech-recognition-challenge/download/train.7z
wget https://www.kaggle.com/c/tensorflow-speech-recognition-challenge/download/test.7z
wget https://www.kaggle.com/c/tensorflow-speech-recognition-challenge/download/sample_submission.7z

Extract files into project folder.