#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
Transforming the Used Goods Market
Investors were initially skeptical of Shopify, yet it grew to 4.5 million stores. A similar transformation awaits the $350 billion used goods market, where 93% of stores are still offline. Innovations using AI can reduce digitalization challenges by 95%. This presents an opportunity for a new platform to revolutionize online reselling. For more insights, check this article: Cointelegraph
#Tech#AI#Ecommerce#UsedGoods#Innovation#AIIntegration#MarketGrowth#Digitalization#Reselling#Investment#Shopify#Startup#Entrepreneurship#Revolution#OnlineSelling#Future#Trends#Retail#Fintech#VC