Building the future of intelligent systems

Arcosoph develops open-source AI and machine learning solutions focused on clarity, performance, and real-world impact. We design tools that simplify complexity and enable innovation.

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RESEARCH

DSP Background

This introductory video from Seth Adams explores foundational digital signal processing for audio classification. The tutorial details Fourier transforms, spectrograms, and the Mel scale, illustrating these concepts visually. It lays the theoretical groundwork for subsequent videos applying these techniques to machine learning models.

RESEARCH

How LLM Works

This video visually explains how Large Language Models (LLMs) work, focusing on Transformers. It traces data flow through the model, step-by-step, illustrating key concepts like word embeddings and the softmax function. The lesson explores how LLMs predict the next word in a sequence, building towards longer text generation.

COMMUNITY

What is GitHub?

what is GitHub? It’s where over 100 million developers create, share, and ship the best code possible. It’s a place for anyone, from anywhere, to build anything—it’s where the world builds software.

DEVELOPER FIRST

Built for the modern stack

Integration is seamless. Deploy your research models to production with a few lines of code.

nanowakeword-train

$ pip install nanowakeword

$ nanowakeword -c ./config.yaml

Starting NanowakeWord training...

INFO: Determining hardware-specific configurations...

STEP 7: Activating Intelligent Configuration Engine

Training: 72%|███████▏ | 21600/30000 [00:22<00:07, 748.91it/s]

PRODUCTS & TOOLS

Standardizing Intelligence

Optimized engines for specific AI domains, built for production.

🎙️

Nanowakeword

Automated wake-word trainer for any device.

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🧬

Phonemize

Lightweight text-to-phoneme conversion.

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⚡

Arcosoph AI

Unified AI execution for complex workflows.

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🖋️

Sophmark

Lightweight Markdown editor.

Open Editor →

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Building the future of intelligent systems

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