Comparison: Whisperx Vs Faster Whisper Vs Openai Whisper For AMD GPU ASR

This project conducts a thorough comparison of three speech recognition models—WhisperX, Faster-Whisper, and OpenAI Whisper—specifically tailored for use with AMD GPU hardware. Its purpose is to evaluate the performance, accuracy, and resource efficiency of each model when deployed in automatic speech recognition tasks. The findings aim to inform developers and researchers about the best options available for ASR on AMD platforms.

Key technologies involved in this project include machine learning frameworks that support AMD GPU acceleration and performance benchmarking methodologies to assess the models under various conditions. This project may be particularly useful for developers working on speech recognition applications, researchers in the field of natural language processing, and organizations looking to implement efficient ASR solutions using AMD hardware.