https://sudonull.com/ai-assistant-for-calls-from-prototype-to-production
Learn how a backend team without ML experience created a real-time voice assistant on RAG, BERT, Qwen 8B. Architecture, compromises, lessons for developers. Read the case.
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In this project
https://sudonull.com/real-time-speech-translator-on-deepgram-and-groq
Build open-source speech translator for calls: Deepgram STT, Groq LLM, Piper TTS. Latency 0.8-1.7s, free, for Meet/Zoom. Instructions for developers.
https://sudonull.com/voice-input-for-developers-2026-comparison-of-solutions
Testing Whisper Large, Handy and GigaAM v3 for Russian-English dictation in LLM. Selection criteria, benchmarks, setup for technical tasks. Learn how to speed up workflow.
https://sudonull.com/voice-input-claude-russian-offline
Set up local Whisper for dictation in Claude.ai: Flask server, rumps Menu Bar, Chrome MV3. Offline, free, no limits. Instructions for Mac with code.
https://sudonull.com/style-voice-in-news-rewrite-rule-limits
Analysis of why aspect profiles do not convey text intonation in automatic rewrite. Tests on real cases, pipeline improvements. For NLP system developers — read the details.
From other projects
https://ymaho.com/digital-stethoscope-for-diagnosing-heart-failure-by-voice-new-ema-technology
Analysis of remote monitoring technology for heart failure by voice: truth about EMA approval, comparison of methods, forecasts. Learn more.
https://lrivo.com/aberdeen-fc-fans-outraged-by-st-mirren-loss
Aberdeen supporters voice extreme disappointment after a 2-0 defeat to St Mirren, demanding a squad overhaul and accountability from club leadership. Discover fan reactions and future outlook.
https://lrivo.com/premier-league-clubs-unhappy-at-independent-football-regulator-costs
Premier League clubs voice frustration over rising costs and uncertainty of funding the new Independent Football Regulator. Get the full analysis.
https://lrivo.com/fan-frustration-mounts-for-arsenal-and-liverpool
Supporters of Arsenal and Liverpool voice strong criticism over recent match performances, raising questions about managers and key players. Get the fan perspective.
https://lrivo.com/motherwell-s-european-hopes-dented-by-falkirk-loss
Motherwell faces critical challenge for European spot after 3-2 defeat to Falkirk. Fans voice concerns over tactics and defense. Read analysis.
https://ymaho.com/ai-bot-helps-seniors-set-goals-before-doctor-visit
UTHealth Houston creates MyHealthPriorities AI for $1.3 million. The chatbot interviews patients with chronic diseases and generates a note for the doctor. Learn how the technology gives seniors a voice in their treatment.
https://lrivo.com/ajax-s-struggles-godts-frustrated-by-inconsistency
Mika Godts voices deep frustration over Ajax's inconsistent play and defensive errors after their latest Eredivisie defeat. Learn why their European hopes are on the line.
https://lrivo.com/psv-star-driouech-s-playing-time-concerns-after-heroics
PSV's match-winner Couhaib Driouech voiced dissatisfaction with his playing time despite scoring a crucial goal. Explore his stats and potential implications for the club.
https://lrivo.com/west-ham-board-shakeup-brady-leaves-kretinsky-gains-power
Karren Brady steps down as West Ham vice-chair. David Sullivan stays as Daniel Kretinsky increases stake to share control. Analysis of the club's power shift.
https://lrivo.com/newcastle-coaching-staff-refresh-needed-says-ex-defender
John Anderson urges Newcastle to add fresh coaching voices to Eddie Howe's setup for next season. Discover why tactical evolution matters.
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