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Explore the revolutionary potential of GPU-accelerated audio processing in this conference talk that challenges three decades of stagnation in sound technology. Discover how modern audio systems have remained largely unchanged since the 1990s, from music recording and editing to playback across gaming, VR, venues, cinemas, and consumer environments, primarily due to reliance on outdated DSP chips and CPU limitations. Learn about breakthrough solutions for overcoming GPU implementation challenges including latency optimization, code parallelization, and efficient thread utilization that unlock real-time audio processing capabilities far beyond traditional hardware constraints. Examine practical applications through live demonstrations of Nvidia Jetson running Neural Amp Modeller (NAM) neural networks natively, showcasing how GPU technology scales from DAW plugins to professional music devices. Gain insights into platform tools and development approaches that enable innovative audio applications beyond conventional plugins and digital guitar amplifiers. Understand the comprehensive vision for widespread GPU-powered technology adoption in audio development and explore the transformative possibilities for the future of sound processing across all audio domains.
