Whisper Large V3
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30x Real-Time Transcription on CPU with Parakeet
Read Full Article: 30x Real-Time Transcription on CPU with Parakeet
Achieving remarkable speeds in real-time transcription on CPUs, a new setup using NVIDIA Parakeet TDT 0.6B V3 in ONNX format outperforms previous benchmarks, processing one minute of audio in just two seconds on an i7-12700KF. This multilingual model supports 25 languages, including English, Spanish, and French, with impressive accuracy and punctuation capabilities, surpassing Whisper Large V3 in some cases. Users can easily integrate this technology into projects compatible with the OpenAI API, thanks to a developed frontend and API endpoint. This advancement highlights significant progress in CPU-based transcription, offering faster and more efficient solutions for multilingual speech-to-text applications.
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