Reproduce experiments - egs¶
The egs director is data-oriented for data prepration and model training, evaluation and infering.
Sppech and NLP task are orgnized by egs, e.g. ASR, speaker verfication, NLP.
An Egs Example¶
In this tutorial, we demonstrate an emotion recognition task with an open source dataset: IEMOCAP. All other task is same to this.
A complete process contains following steps:
- Download the
IEMOCAPcorpus. - Run egs/iemocap/emo/v1/run.sh script
Before doing any these steps, please make sure that delta has been successfully installed.
Every time you re-open a terminal, don't forget:
source env.sh
Prepare the Data Set¶
Download IEMOCAP from https://sail.usc.edu/iemocap/index.html
Run¶
First:
pushd egs/iemocap/emo/v1
Then run run.sh script
./run.sh --iemocap_root=</path/to/iemocap>
For other task, e.g. ASR, Speaker, the main script is run_delta.sh, but default main root is run.sh.