signal-expert

What problem does it solve?

This Skill provides expert guidance for implementing advanced Digital Signal Processing (DSP) techniques, enabling high-fidelity audio signal reconstruction, extreme concurrency, and bio-aware acoustic interfacing.

Core Features & Use Cases

• Advanced DSP: Implement sub-Nyquist and super-Nyquist signal recreation, Pulse-Density Modulation (PDM) haptic transmutation, and Mamba-based blind source separation.
• Bio-Aware DSP: Utilize psychoacoustics for safe haptic feedback, process biometric data via EEG, and manage magnetic field thresholds.
• Bare-Metal Orchestration: Write custom GPU compute kernels in Rust using Burn and CubeCL, and perform low-overhead inference with Hugging Face's Candle.
• Use Case: Reconstruct high-frequency audio signals from limited bandwidth data or separate multiple audio sources in real-time using advanced deep learning models.

Quick Start

Use the signal-expert skill to reconstruct a 28 GHz+ mmWave channel from sub-6 GHz data.