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Source channel @githubtrending · Post #15385 · Jan 2

#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

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Crypto M - Crypto News

@CryptoM · Post #65393 · 04/13/2026, 04:50 AM

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🚀 1 Billion DOT Minted and Sold on Ethereum and Polkadot Networks PeckShieldAlert posted on X that a significant amount of 1 billion DOT tokens were minted and subsequently sold on the Ethereum and Polkadot networks. This development has raised concerns within the cryptocurrency community regarding the potential impact on the market value of DOT tokens. The minting and selling activities were observed on both networks, highlighting the interconnected nature of blockchain platforms. The implications of this large-scale transaction are yet to be fully understood, as stakeholders assess the potential effects on the market dynamics of DOT. #1BillionDOT#Ethereum#Polkadot#cryptocurrency#marketimpact#PeckShieldAlert#blockchain#DOTtokens#crypto#minting#selling#marketdynamics

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