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Whisper is a free and open source automatic speech recognition system trained on 680,000 hours of multilingual and multitask supervised data collected from the web. Powered by deep learning and neural networks, Whisper is a natural language processing system that’s built on PyTorch. It offers transcription in multiple languages, as well as translation from those languages into English. The software is tested with Ubuntu 22.04 LTS and can be installed using Anaconda or Miniconda and pip, a package manager for Python.