Apache Spark Structured Streaming powers large-scale, long-running mission-critical data pipelines from ETL streaming to analytics and machine learning. But as operational use cases evolved, teams started demanding something more: sub-second …
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realtime
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Generative AI
Tavus launches Phoenix-4: a Gaussian-diffusion model that brings real-time emotional intelligence and sub-600 ms latency to generative video AI.
‘Uncanny Valley’ is the final frontier for generative video. We’ve seen AI avatars that can talk, but they often lack the soul of human interaction. They suffer from strenuous activities …
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Machine Learning
Building a Real-Time Voice Assistant with Amazon Nova Sonic Compared to Cascading Architecture
Voice AI agents are reshaping the way we interact with technology. From customer service and healthcare assistance to home automation and personal productivity, these intelligent virtual assistants are rapidly gaining …
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Apache Spark™ Structured Streaming real time modeAnnounced in summer 2025, unlocks sub-second latency use cases across industries. This article explores the AdTech use case and how real-time mode, combined with …
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Future Tech
Without strong privacy laws, Australians are guinea pigs in a real-time dystopian AI experiment peter lewis
SHey cheese! Last week’s decision by Bunnings to greenlight the use of facial recognition technology to routinely track customers signals how unprepared Australia is for the coming AI storm. On …
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AI Tools
Mistral AI Launches Voxtral Transcribe 2: Adding Batch Dirization and Open Realtime ASR for Large-Scale Multilingual Production Workloads
Automatic speech recognition (ASR) is becoming a core building block for AI products ranging from meeting tools to voice agents. Mistral is new Voxtral Transcribe 2 The family targets this …
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AI News
Kwen Researchers Release Kwen3-TTS: An Open Multilingual TTS Suite with Real-Time Latency and Micro-Voice Control
Alibaba Cloud’s Quen team has the open-source Quen3-TTS, a family of multilingual text-to-speech models that target three core functions in a stack, voice clone, voice design, and high-quality speech generation. …
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Inworld AI has introduced Inworld TTS-1.5, an upgrade to its TTS-1 family, which targets realtime voice agents with tighter constraints on latency, quality, and cost. TTS-1.5 is described as the …
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Generative AI
How to Design a Full Streaming Voice Agent with End-to-End Latency Budgeting, Incremental ASR, LLM Streaming, and Real-Time TTS
In this tutorial, we build an end-to-end streaming voice agent that demonstrates how modern low-latency conversation systems work in real time. We simulate the entire pipeline, from segmented audio input …
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