This repository contains scripts, configurations, and utilities for fine-tuning Automatic Speech Recognition (ASR) models for the Bambara language using NVIDIA NeMo. It contains the codes and configurations used to train RobotsMali/soloni-114m-tdt-ctc and RobotsMali/stt-bm-quartznet15x5. The fine-tuning process of each experiments is detailed in the Draft Technical Report V1