Sound_Distance_Estimation

This is the baseline for sound distance estimation task in IASP lab.

Installation Guide

conda create --name dist python==3.9
conda activate dist
pip install -r requirements.txt

Datasets

The array is a linear array with 64 microphones spaced 0.02 meters apart. The sound source is located in the endfire direction at a distance ranging from 0 to 1.5 meters.

/home/yujiezhu/data/data_for_SED/

./input: raw data

./processed: features

Extract Audio Features

# in dist_model_code/parameters_z.py:
dataset_dir   ='/home/yujiezhu/data/data_for_SED/test/input/',
feat_label_dir='/home/yujiezhu/data/data_for_SED/test/processed/',


python dist_model_code/batch_feature_extraction.py

Model Training

Change output path in config/A_RC_SED-SDE.yaml:

model_dir: 
dcase_output_dir: 
output_dir: 

Distance estimation model training:

python dist_model_code/train_seldnet.py