PxA Labs is a multi-disciplinary research collective dedicated to developing high-fidelity intelligence systems. We bridge the gap between theoretical breakthroughs and real-world impact across diverse domains—from speech intelligence to computational biology.

• Language & Speech Intelligence: Engineering next-generation Auditory Interfaces and ASR platforms to bridge regional accent divides.
• Deep & Reinforcement Learning: Designing advanced training environments, multi-agent frameworks, and strategic negotiation engines.
• Bioinformatics: Leveraging advanced machine learning architectures to decode complex biological datasets and facilitate therapeutic discovery.
• Multi-Agent Systems: Developing aligned agent networks with robust runtime action validation frameworks.

Bridging the regional accent gap in speech recognition.

• Technology Stack: OpenAI Whisper-Medium, Parameter-Efficient Fine-Tuning (PEFT/LoRA), PyTorch, Hugging Face Transformers.
• Core Contribution: Achieves state-of-the-art ASR performance on regional Indian accents (Svarah corpus) using low-rank adapters and dynamic runtime config sanitization, optimized for low-resource 16GB dual-GPU setups.

We welcome research collaborations with universities, open-source developers, and AI safety groups.

• Inquiries: pxalabs@gmail.com
• Discord: Join Server
• Lead Maintainer Contact: purvanshjoshi7534011576@gmail.com
• Lead Maintainer Contact: work.architmittal@gmail.com
• Status: [Active Research & Optimization]