Alexander Talashov

Sessions

• Accelerated Audio Computing

  Unlocking the Future of Real-Time Sound Processing
  16:20 - 16:50 UTC | Tuesday 12th November 2024 | Bristol 2
  Intermediate

  For the past 30 years, how we deal with sound has seen little change—from how we record music and edit sound to playback in various environments, including virtual spaces like games and VR, and real-world setups such as venues, cinemas, homes, and cars. The primary reason for this stagnation is the rarity of real-time audio processing on highly capable devices like GPUs and NPUs. Most consumer and professional systems still rely on outdated DSP chips that struggle to handle more than a few convolutions per channel, while CPUs are often tied up with non-audio tasks. At ADC, we reveal how […]

• Workshop: GPU-Powered Neural Audio

  High-Performance Inference for Real-Time Sound Processing
  14:00 - 17:00 UTC | Monday 11th November 2024 | Bristol 3
  Intermediate

  Advanced

  Join our GPU AUDIO workshop where you'll dive into the exciting world of neural networks applied to real-time audio processing. In this hands-on workshop, you’ll work with Neural Amp Modeler, an open-source project that uses deep learning techniques to replicate guitar amplifiers and pedals with state-of-the-art accuracy. You will learn how to port and scale the Neural Amp Modeler plugin to the GPU using GPU AUDIO technology stack. With a focus on low-latency, parallel execution, and flexibility, you'll combine different neural building blocks to create high-performance audio models. Whether you're a neural network enthusiast or a DSP pro, this session […]