Fine-tuning Language Model Models (LLMs) for voice bots is a pivotal step in optimizing their performance across various voice-based natural language processing tasks. In this incisive examination, we look at five leading tools - Labellerr, Kili, Label Studio, Databricks Lakehouse, and Labelbox - each precisely crafted to meet the specific