/Gender-Recognition

Primary LanguagePython

This project is used to identify if a voice is generally conceived as either male or female.

Setup

  • Install conda
  • Create conda environment: conda create -n gender-rec
  • Activate conda: conda activate gender-rec
  • Install pip requirements: pip install -r requirements.txt

Usage

  • Place your dataset in the input folder.
  • Run python run.py.
  • The results will be in the output folder.

Using GPU in conda:

If you for some reason want to use your GPU instead of CPU:

conda install -c conda-forge cudatoolkit=11.8.0
python3 -m pip install nvidia-cudnn-cu11==8.6.0.163 tensorflow==2.12.*
mkdir -p $CONDA_PREFIX/etc/conda/activate.d
echo 'CUDNN_PATH=$(dirname $(python -c "import nvidia.cudnn;print(nvidia.cudnn.__file__)"))' >> $CONDA_PREFIX/etc/conda/activate.d/env_vars.sh
echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$CONDA_PREFIX/lib/:$CUDNN_PATH/lib' >> $CONDA_PREFIX/etc/conda/activate.d/env_vars.sh
source $CONDA_PREFIX/etc/conda/activate.d/env_vars.sh

Project used as inspiration: https://github.com/x4nth055/gender-recognition-by-voice