The setup was minimal. A small FastAPI server handles an incoming WebSocket connection from Twilio, which streams base64-encoded μ-law audio packets at 8kHz in ~20ms frames. Each packet was decoded and fed into a Voice Activity Detection model - in my case, Silero VAD.
Each puzzle features 16 words and each grouping of words is split into four categories. These sets could comprise of anything from book titles, software, country names, etc. Even though multiple words will seem like they fit together, there's only one correct answer.
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"Our internet-connected devices use a proprietary radio system, which links the alarms together," says Nick Rutter, co-founder and chief executive of FireAngel. The connected alarms can send push notifications to users' phones via their home internet router.
Ранее иранские военные заявили, что чиновники Соединенных Штатов и Израиля отныне не будут в безопасности, «даже находясь у себя дома».
Number (1): Everything in this space must add up to 1. The answer is 1-4, placed vertically.