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Source channel @githubtrending · Post #15385 · Jan 2

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#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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🦅 [ perspective ix ]

@perspectiveix · Post #1285 · 05/22/2018, 09:30 AM

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​​🏥How heavy use of social media is linked to mental illness May 20th marked the end of “#MentalHealth awareness week”, a campaign run by the Mental Health Foundation, a British charity. Roughly a quarter of British adults have been diagnosed at some point with a psychiatric disorder, costing the economy an estimated 4.5% of GDP per year. Such illnesses have many causes, but a growing body of research demonstrates that in young people they are linked with heavy consumption of #SocialMedia. A survey by the Royal Society for Public #Health found that Britons aged 14-24 believe #Facebook, #Instagram, #Snapchat and #Twitter have detrimental effects on their wellbeing. They said that these social networks gave them scope for self-expression and community-building, but exacerbated anxiety and #depression. 🚀@PerspectiveIX 🔗prs.pctvix.co/2ISIKvh

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#mentalhealth#socialmedia#health#facebook#instagram#snapchat#twitter#depression
Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40507 · 01/08/2026, 07:00 PM

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Vitamin D is made in the skin when sunlight touches it. This vitamin helps the brain stay healthy and can stop feelings of sadness or depression. Taking supplements or getting sunlight can boost vitamin D and improve mood. 🌞🧠 [Source1] [Source2] @googlefactss#VitaminD#MentalHealth#Depression#Sunlight#Supplements

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#vitamind#mentalhealth#depression#sunlight#supplements
Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40654 · 02/13/2026, 03:04 PM

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In Japan, a marketing campaign called 'kokoro no kaze' (a cold of the soul) was used to promote antidepressants, increasing sales sixfold. It falsely suggested depression was simple and temporary like a cold, hiding the true treatment needs. This led to over-medication and potential harm. Now, companies focus on bipolar disorder, risking similar issues. 🚨💊 [Read more] @googlefactss #MentalHealth#Japan#Pharmaceuticals#Depression#Bipolar#HealthRisks

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#mentalhealth#japan#pharmaceuticals#depression#bipolar#healthrisks