#python#deep_learning#inference#openai#quantization#speech_recognition#speech_to_text#transformer#whisper
Faster-Whisper is a fast version of OpenAI's Whisper that transcribes audio up to 4x quicker with the same accuracy, using less memory on CPU or GPU—benchmarks show it beats original Whisper (e.g., 1m03s vs 2m23s for 13-min audio on GPU). Install via `pip install faster-whisper`, no FFmpeg needed, and use simple Python code like `WhisperModel("large-v3").transcribe("audio.mp3")` for segments with timestamps. You benefit by getting quick, efficient speech-to-text for real-time apps, saving time and resources on long files or batches.
https://github.com/SYSTRAN/faster-whisper
#CFX/USDT analysis :
#CFX is presently trading within a resistance zone from where the price is expected to reject and exhibit a bearish move. The price is currently in an impulsive phase, with a corrective pullback pending and expected to form from the current zone.
TF : 1h
Entry : $0.1852
Target : $0.1566
SL : $0.1982