Speech Recognition

This repo will be my experiments with audio data processing and Deep Learning for speech recognition.

Data

I will be using some of the well known datasets used in audio machine learning as well as a few lesser known sets. The following datasets will be used:

• TensorFlow Speech Recognition Challenge
• VOiCES
• LibriSpeech 960h
• Switchboard 300h
• Mozilla's Common Voice Dataset
• Speech Accent Archive
• Audio, Speech, and Vision Processing Lab Emotional Sound database (ASVP-ESD)

Repository Structure

├── Data                                <- contains csv data and nested subfolder of audio data
│   └── ...
├── images                              <- contains saved images from notebooks. 
│   └── ...
├── notebooks                           <- contains more in depth notebooks 
│  └── .ipynb                           <- 
│  └── .ipynb                           <- 
│  └── .ipynb                           <-
│  └── .ipynb                           <- 
├── .gitattributes                      <- file specifying files for git lfs to track
├── .gitignore                          <- file specifying files/directories to ignore
├── README.md                           <- Top-level README
└──