·9 min read·
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Vector Quantization: The Mathematical Art of Audio Compression
Exploring the role of vector quantization in audio compression and its uses in neural audio codecs.
Blog
Thoughts on development, technology, and the craft of programming.
·6 min read·
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Teaching models to write kernels; dataset, training, and honest results
A practical guide to building a focused dataset and fine-tuning models to understand low-level GPU code - masked loads, boundary checks, shared memory, and CUDA→Triton translations.
·4 min read·
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Building TTS Datasets That Actually Work
your model is only as good as your data - here's what you need to know about building high-quality TTS datasets
·3 min read·
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How the RTX 3090 Actually Works: GPU Architecture notes...
Breaking down the GA102 architecture - from GPCs and streaming multiprocessors to CUDA cores and ray tracing units.