May 2 · 10 min read · On April 2, 2026, Microsoft announced three proprietary foundational AI models: MAI-Transcribe-1, MAI-Voice-1, and MAI-Image-2. Distributed immediately through Azure AI Foundry, these are not fine-tuned variants or repackaged third-party models — the...
Join discussionApr 19 · 3 min read · Why Paid Korean STT Falls Short in Practice We ran Notta on a monthly subscription for three months. The UX was great. The Korean STT quality was not. Two problems kept repeating: First, technical ter
Join discussionApr 13 · 7 min read · Last post covered multimodal fusion, temporal alignment, and conflict resolution at the architecture level. This one goes into the actual modality processing — how you handle speech, audio emotion, and facial analysis in real-time production systems....
Join discussionDec 18, 2025 · 6 min read · Exam weight: 15–20% Study roadmap for this topic: Entity recognition Language detection Sentiment analysis Key phrase extraction Speech recognition and synthesis Language models Natural Language Processing (NLP) Natural Language Processing (N...
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Nov 27, 2025 · 3 min read · Speech-to-text, often called voice-to-text, is a technology that converts spoken words into written text through a combination of AI-driven speech recognition and advanced language modeling. This process supports many real-world applications, from li...
Join discussionSep 21, 2025 · 7 min read · The Problem That Started It All I wanted to record a video for my YouTube channel, but I had never done this before. I needed a teleprompter to help me deliver my content smoothly, but I couldn't find a suitable solution that met my needs. Most exist...
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Jul 16, 2025 · 3 min read · QR‑код подменяет интерфейс.Deepfake — подменяет голос.Но по‑настоящему опасно — то, что подменяет тебя. Ты берёшь трубку — и слышишь себя.Не запись. Не эхо. Ты — говоришь, но это не ты. Голос знакомый. Речь выверена. Интонации совпадают.Добро пожало...
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Jul 15, 2025 · 6 min read · Nvidia has recently released Parakeet-TDT-0.6B-V2, a fully open-source AI model on Hugging Face tackling Automatic Speech Recognition (ASR). This powerful tool is designed for fast and accurate Englis
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Jul 3, 2025 · 2 min read · Rethinking Communication with Image, Speech, and Signal Processing In today’s hyper-connected world, communication with image, speech, and signal processing is redefining how we interact, understand, and respond in real-time. These technologies are u...
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Jun 4, 2025 · 23 min read · Text-to-Speech (TTS) and Speech-to-Text (STT) are complementary technologies that enable voice-based human-computer interaction. TTS converts written text into synthetic speech, while STT (automatic speech recognition) transcribes spoken language int...
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