README.org

Table of Contents

• Description
• Prerequisites
• Usage

Description

• ResNet based model for Speaker Identification
• Evaluated on VoxCeleb1
• Uses spectrograms as features

Prerequisites

See requirements.txt

Usage

Download VoxCeleb1 in data/raw. You should have a folder data/raw/VoxCeleb1

Build spectrograms and features using following command

python nsi.py featuregen --split='train' --show-pbar

Train the model

python nsi.py train