Technical Reports & Architecture.
Explore peer-level research papers, non-autoregressive acoustic formulations, spatial layout benchmarks, and foundational architecture documentation by Darsh Yadav.
Featured Technical Reports
Suzune S1: Non-Autoregressive Acoustic Diffusion with Continuous AdaLN Prosody
Presents an ultra-compact 80M speech synthesis engine combining a 12-layer phoneme-level PL-BERT representation with multi-band iSTFTNet neural vocoding. Achieves 0.018x RTF on GPU with strictly constant ~320MB VRAM footprint and zero phonetic hallucinations.
Kaori K1: Zero-Shot Multi-Column Spatial Layout Extraction & Geometric Hierarchy
Introduces a 120M deformable spatial vision transformer capable of continuous bounding box coordinate synthesis and hierarchical semantic reading order reconstruction across dense, noisy multi-column financial and legal documentation.
Explore Resource Directory
Technical Papers
Peer-level technical papers with full mathematical formulations and architecture diagrams.
Foundation Models
Comprehensive model specifications, latency benchmarks, and parameter profiles.
Studio Newsroom
Official release notes, model milestone announcements, and public disclosures.
Founder Essays & Blog
Essays on solo model architecture, deterministic reliability, and calm frontier intelligence.
Architectural Benchmarks
Compact non-autoregressive speech parameters with continuous AdaLN.
Real-time GPU acoustic vocoding via fast iSTFTNet.
Zero-shot multi-column layout transformer with coordinate geometry.
Constant ~320MB VRAM footprint with zero KV cache bloat.
Have questions regarding our research?
Reach out directly to solo founder and lead architect Darsh Yadav for private model licensing, technical papers, or compute grants.