#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
#tailwindCss#frontend
Tailwind bilan animatsiyalarni yanada chiroyli qiling!
CSS’da murakkab easing funksiyalarini yozib o‘tirish shart emas. Origin UI sizga 20+ tayyor animatsiya sinflarini taqdim etadi.
✅ Faqat kerakli klassni nusxalaysiz va loyihangizga qo‘shib qo‘yasiz — hammasi tayyor!
Frontend loyihalaringizni jonlantirish uchun juda qulay.
🔗 Ko‘rib chiqing: originui.com/easings
💻@dasturlash_hayoti— Dasturchilar uchun eng kerakli maslahatlar va foydali kontent
#typescript#svelte#sveltekit#tailwindcss#tauri
Epicenter is a free, open-source set of local-first apps that let you own and control your data by storing everything—notes, transcripts, chats—in one simple folder using plain text and SQLite. You can use any AI model you want, customize tools, and access your data anywhere without relying on cloud services. Key apps include Whispering, which transcribes your speech locally, and epicenter.sh, a personal assistant that helps you search and interact with your data. This setup gives you privacy, flexibility, and full control over your information, avoiding locked, siloed apps and data traps. It’s great for anyone who values data ownership and open software.
https://github.com/epicenter-so/epicenter