#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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#BubbleMaps#BMT#Binance#Airdrop#Crypto
Simplifying Processes: A Billion-Dollar Idea
A new startup aims to simplify image and video management, outperforming Dropbox. This innovation has attracted nearly $70 million in investments, capitalizing on a $2 trillion creative economy. Additionally, Bubblemaps has launched its BMT token on Solana, offering on-chain analytics and community governance, hinting at a potential airdrop. Deribit, a major crypto derivatives exchange, is exploring acquisition offers, valued between $4-5 billion, with Kraken showing interest.
#Startup#Dropbox#Investment#CreativeEconomy#Bubblemaps#BMT#Token#Solana#Crypto#ETFs#Derivatives#Kraken#Airdrop#VC#AI#Blockchain#Innovation#Finance
🚀 Crypto Analyst Manya Releases Research Tool Rankings
Crypto analyst manya has released a ranking of personal research tools. According to ChainCatcher, the rankings categorize tools into different levels based on their effectiveness. The S-tier includes Dune and frontrun.pro, while the A-tier features Coinglass, RootData, Drop, MetaSleuth, and DefiLlama. B-tier tools comprise Arkham, Bubblemaps, Dexscreener, Surf, Nansen, and CoinMarketCap. C-tier tools include Cryptorank and others.
#CryptoAnalyst#ResearchTools#CryptoRanking#Dune#frontrunpro#Coinglass#RootData#Drop#MetaSleuth#DefiLlama#Arkham#Bubblemaps#Dexscreener#Surf#Nansen#CoinMarketCap#Cryptorank