Tag: cpp

Cross-Platform Framework for Textural Granular Processing – Aman Jagwani & Victor Lazzarini

https://audio.dev/ -- @audiodevcon​
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Cross-Platform Framework for Textural Granular Processing - Aman Jagwani & Victor Lazzarini - ADCx Copenhagen 2026
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This talk presents a cross-platform C++ framework for real-time textural time-domain and spectral granular processing called Granular Recipes.

Granular synthesis is a well-explored area of audio DSP that exposes a large number of parameters to users, such as density, pitch, grain size, position, and jitter, resulting in a wide range of sonic possibilities from dense clouds to rhythmic stutters. While this breadth is what makes granular synthesis so powerful, the abundance of parameters and possible sonic outcomes can also lead to a loss of focus or an overwhelming decision-making process, especially during live performance.

Our framework proposes a different approach to granular program development and performance. Instead of exposing raw parameters, we introduce a system of “recipes” or behavioral structures that developers write to define how granular parameters relate to each other and evolve over time. A recipe functions like a developer-level preset that provides a single sonic identity to the resulting granular synthesis, such as pitch-shifting micro-loops, sparse textural bursts, dense clouds, or tempo-synced stutters. This approach allows the developer to constrain or choreograph the parameter space, embedding a sense of compositional intent directly into the programming process.

Once a recipe is active, the performer controls the evolution of texture through just two macros: energy and intensity. Modulating these macros animates the sound while remaining within the sonic signature defined by the recipe. The use of only two macros also makes the resulting instrument particularly conducive to gestural and sensor-based control, since only two mappings, and therefore only two sensors, are required to produce comprehensive transformations of the sound.

In the talk, we present the framework’s layered architecture, consisting of a platform-agnostic core DSP engine, the recipe API, and thin platform bindings that allow the same C++ recipe code to run on desktop, microcontroller, and FPGA targets. On FPGAs, the grain engine runs as custom IP modules in the programmable logic, enabling ultra-low latency and high parallelism, while the recipe system runs on the ARM processing system. By leveraging the throughput and parallelism offered by the FPGA, we have also implemented spectral granular processing, which can interact with the same recipe API, extending the system into the frequency domain within this embedded environment.

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Aman Jagwani

Aman Jagwani, from Mumbai, India, is an audio programmer, musician, and researcher. He completed his Bachelor's degree in Electronic Production and Design and Drum-set Performance at Berklee College of Music, Boston, and later earned a Master of Science in Sound and Music Computing from Maynooth University.
Currently, Aman is undertaking his Ph.D. at Maynooth University with supervisor, Prof. Victor Lazzarini, for which he received the Hume Fellow Scholarship Award. His research centres on audio DSP, embedded systems, FPGAs and interactive musical experience design.

Victor Lazzarini

Victor Lazzarini is a Professor of Music at Maynooth University. A BMus graduate of the Universidade Estadual de Campinas (UNICAMP) in Brazil, he received his AMusD from the University of Nottingham, UK. His academic interests include musical signal processing and sound synthesis; computer music languages; electroacoustic and instrumental composition, and improvisation. He has authored over one hundred fifty peer-reviewed publications in his various specialist research areas. He is the author of Aulib and Aurora, two object-oriented libraries for audio signal processing, and is one of the project leaders for the Csound sound and music programming system.
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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
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Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC Team:

Bence Kovacs
Martin Swanholm
Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

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Incline – Topographic Microsound Explorer – Cristián Vogel – ADCx Copenhagen 2026

https://audio.dev/ -- @audiodevcon​
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Incline - Topographic Microsound Explorer - Cristián Vogel - ADCx Copenhagen 2026
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In this talk from ADCx Copenhagen 2026, electronic musician, composer, and audio programmer Cristián Vogel introduces Incline, a native desktop instrument developed at his studio, Never Engine Labs. Moving beyond traditional time-ordered slicing and blind segmentation found in many granular synthesis tools, Incline treats the act of segmentation as the primary musical decision, putting compositional control back into the hands of the creator.

The core of Incline lies in its multi-dimensional analysis stage, where spectral data functions as the absolute source of truth. By processing fixed stereo files through a principal component analysis (PCA) algorithm, the software maps audio fragments onto a non-linear, navigable "topersonic" terrain based on spectral similarity rather than a chronological timeline. Vogel demonstrates how composers can perform these sounds by navigating the 2D surface manually, via MIDI, or through a built-in contour sequencer, offering three distinctive runtime behaviors—one-shot, one-loop, and multi-layer cloud modes—that allow similar spectral clusters to be recontextualized musically.

Vogel also shares the underlying development story, highlighting how modern frameworks like Rust, Fun DSP, Tauri, and the FluCoMa library from the University of Huddersfield made the software possible. Reflecting on the evolving landscape of software production, he explores the rising significance of AI-assisted development ("vibe coding"), which enables contemporary artist-engineers to bridge the gap between creative ambition and complex digital signal processing to bring entirely new instruments to life.
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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
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Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC Team:

Bence Kovacs
Martin Swanholm
Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

Building an Optimized DSP Framework in Modern C++ – Scott Carver – ADC 2025

https://audio.dev/ -- @audiodevcon
ADC Bristol ​- 9th - 11th November​
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Building an Optimized DSP Framework in Modern C++ - Scott Carver - ADC 2025
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The introduction of C++23 and upcoming C++26 features have significantly expanded the potential for building expressive, manageable embedded domain-specific languages (EDSLs) that compile efficiently into optimized lower-level representations. Features like enhanced constexpr and consteval execution enable a single, descriptive and clear representation of audio DSP algorithms to generate multiple optimized versions tailored to specific execution contexts and runtime constraints.

Inspired by successful libraries such as Halide and Eigen, we will look at a prototype C++ library developed to explore clean separation between algorithm description, data structures, and execution strategies. It generalizes inner-loop optimizations vectorized across two dimensions, enabling consistent application of advanced optimization techniques across diverse DSP algorithms. The library provides us a collection of design patterns that we can use to formulate how a contemporary C++23/26 audio graph can be built.

This talk will explore practical techniques and simple examples for implementing these design patterns in modern C++, demonstrating how they collectively form a robust framework for defining and executing efficient DSP algorithms:

- Zero-cost Compile-time / Runtime Variant Values: Approaches to building scalar compile-time-constant and runtime-variant values, as well as more complex aggregate / property tree data structures, without incurring memory or performance penalties.
- Parametric Data Structures: Designing simple, readable data structures that can be optimized cache friendly access and vectorization.
- Expression Templates: Using C++'s template metaprogramming to defer computation, enabling optimized evaluation and graph transformations.
- Loop and Data Optimizations: Techniques for loop-invariant value hoisting, re-blocking, and linearization to improve memory and execution efficiency.
- Finite Difference Optimization: Automated optimizations for polynomials, trigonometric functions, and interpolation routines to minimize runtime computation.
- Unified Parallelism Models: Integrating voice-parallel and time-parallel computations within a single descriptive graph representation.
- Compile-time Graph Transformations: Leveraging constexpr to construct and optimize directed graphs representing DSP signal flows, including handling feedback loops and delays.
- Benchmarking Execution Strategies: Describing, benchmarking, and comparing graph execution strategies (time-parallel, voice-parallel, block-based), enabling parametric, empirical optimization decisions.
- Empirical Validation: Investigating whether and how these techniques improve DSP performance in realistic scenarios, with comparisons against established commercial and OS audio engines.

By applying these strategies, we demonstrate how a single algorithmic representation can flexibly handle multiple DSP use-cases—from polynomial interpolation and envelope generation to buffer read/write operations—significantly reducing redundant code and enabling focused optimization.

Furthermore, separating algorithm logic from execution strategies allows parameterizing benchmarks and optimizations based on CPU architecture and usage patterns, preserving algorithm clarity without embedding machine-specific details.

These strategies will be presented individually so they can be applied immediately in existing audio code-bases, and demonstrated within a unified framework context to highlight potential improvements in code clarity, performance, maintainability, testing, and benchmarking. Topics will be accessible for moderate-to-advanced C++ programmers, and anyone interested in exploring cutting-edge practices in modern audio DSP programming. Attendees will gain actionable insights, directly applicable techniques, and inspiration for advancing audio DSP code performance and clarity with modern C++.
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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC25 Team:

Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

Measuring and Improving UI Performance with the JUCE C++ Framework – Anthony Nicholls – ADC 2025

https://audio.dev/ -- @audiodevcon​
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Measuring and Improving UI Performance with the JUCE C++ Framework - Anthony Nicholls - ADC 2025
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This session provides a hands-on approach to optimising JUCE GUI performance through interactive demonstrations with measurable before-and-after performance comparisons.

We'll focus on three key optimisation topics:

1. Component hierarchy
In this section we'll dive into the details of how JUCE traverses components while drawing, taking a look at some of the ways you can influence this using setOpaque, setPaintingIsUnclipped, and setBufferedToImage. We'll also discuss the ""leaf node only"" drawing pattern to see how it can help avoid some surprising performance pitfalls.

2. Paint function
We'll look at Paths, Transforms, Text rendering with GlyphArrangement, and some useful caching techniques, to see how we can reduce the workload required in each of our paint calls.

3. Platform-specific
Finally we'll explore the strategic use of platform-specific optimisations such as setBackupEnabled for transient image caching in the Windows Direct2D renderer, and discussing when you should and shouldn't enable JUCE_COREGRAPHICS_RENDER_WITH_MULTIPLE_PAINT_CALLS on macOS.
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Slides: https://docs.google.com/presentation/d/e/2PACX-1vS-s96FX1mNp_JwoQCw08-U-VHrmQHc4E635nKoYvfzebtYt-IFlwnsbldNochwvlKJrPOjPaOkDg6h/pub?slide=id.g39fcc89838d_1_1
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Anthony Nicholls

Anthony is a C++ developer with a passion for music and audio technology.From DJing, live sound, and recording studios, to plugin development, and engineering leadership, Anthony has over 20 years experience in the music industry. Over the past decade, he’s contributed to industry-leading plugins at Sonnox, helped develop the Scarlett audio interfaces at Focusrite, and led teams across the wider Focusrite Group (including Focusrite Pro, ADAM Audio, and Novation). Today, he’s part of the core JUCE team, shaping the future of the framework that powers much of the audio software world.
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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC25 Team:

Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

PolyBLEP & PolyBLAMP Demystified – Nis Wegmann – ADCx Copenhagen 2026

https://audio.dev/ -- @audiodevcon​
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PolyBLEP & PolyBLAMP Demystified - Nis Wegmann - ADCx Copenhagen 2026
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In this presentation from the Audio Developer Conference, Nis Wegmann demystifies the mathematical concepts behind PolyBLEP (polynomial band-limited step) and PolyBLAMP (polynomial band-limited ramp) techniques used to suppress aliasing in virtual analog oscillators. Geometric waveforms such as square, sawtooth, and triangle waves naturally produce harsh digital aliasing due to infinite harmonics folding back over the Nyquist frequency. Wegmann demonstrates the audible difference between naive signal generation and alias-free synthesis using these DSP correction methods.

Rather than relying on computationally heavy oversampling and filtering, the BLEP and BLAMP algorithms resolve aliasing by localizing corrections directly at the discontinuities of the waveform. Wegmann breaks down the relationship between these functions, tracing their roots back to the integration of a band-limited impulse. To transition these theoretical concepts into a highly efficient runtime implementation, the session explains how to approximate the infinite sinc function using cubic Catmull-Rom Hermite splines.

The talk concludes with a fully functional, self-contained C++ code walkthrough demonstrating a real-time anti-aliased oscillator. Wegmann outlines the step-by-step logic of tracking sub-sample discontinuities, shifting the correction polynomial, and applying it directly to a running sample buffer. This presentation provides audio developers and virtual analog designers with a clear, practical roadmap to deriving and programming efficient polynomial-based oscillators.
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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC Team:

Bence Kovacs
Martin Swanholm
Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

Enumerate and Extract Audio Buffers When Debugging C++ Applications – Henning Meyer – ADC 2025

https://audio.dev/ -- @audiodevcon​
ADC Bristol ​- 9th - 11th November​
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Enumerate and Extract Audio Buffers When Debugging C++ Applications - Henning Meyer - ADC 2025
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We show a method to add introspection capabilities to any C++ application by combining DWARF debug information with simulated execution. For example, we simulate execution of the begin() and end() methods of C++ containers to enumerate all elements of a container. Applying this method recursively to all local and global variables allows us to iterate over all C++ objects in a live process or core dump. Combining this with user-provided information about which types own audio buffers and how the samples are encoded allows us extraction of audio buffers.
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Slides: https://audiodeveloperconference.b-cdn.net/wp-content/uploads/2025/07/Henning-Meyer-enumerate-12.pdf
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Henning Meyer

Henning is a software developer with a PhD in algebraic geometry and five years of professional experience in real-time spatial analysis of radio signals on embedded platforms in C++. He is currently working on legacy enterprise applications that inspired him to write new debugging tools for C++.
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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC25 Team:

Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

Bugs I’ve Seen in the Wild – From Confusion to Amazement – Olivier Petit – ADC 2025

https://audio.dev/ -- @audiodevcon​
ADC Bristol ​- 9th - 11th November
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Bugs I’ve Seen in the Wild - From Confusion to Amazement - Olivier Petit - ADC 2025
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Join me as we go through a list of bugs I’ve curated over the past few years as a C++ audio developer. From the simplest flawed math expression to obscure C++ name resolution rules and bugs in mainstream compilers, this talk will cover a wide range of defects.
This talk will be useful to any C++ developer regardless of their expertise level. If you are starting out, this will hopefully save you hours of debugging hell. If you are more experienced, this will give you new things to pay attention to when designing software or doing code reviews.
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Slides: https://data.audio.dev/talks/2025/bugs-ive-seen-in-the-wild.pptx
---

Olivier Petit

After an MSc in Integrated Circuit design, I have joined the Software and Creative department of L-Acoustics in 2018 as a C++ software engineer. Since then, I have been part of our mission to better connect the world’s best artists with their audiences, ensuring everyone gets the sound quality they deserve. Every day we are tackling the challenge of finding ways to deploy audio solution at the largest scale without any compromise on sound quality and system reliability. We are always putting the audience and our users in the centre, making sure all our products, from hardware to software, are as intuitive and easy to use as possible.

Unlike most of my peers, I’m ashamed to reveal that I don’t play any instrument... Instead you will find me on a climbing wall, or riding my Brompton folding bicycles outside of its comfort zone!

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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC25 Team:

Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

Perfect Oscillators in Less Than One Clock Cycle – Angus Hewlett – ADC 2025

https://audio.dev/ -- @audiodevcon​
ADC Bristol ​- 9th - 11th November
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Perfect Oscillators in Less Than One Clock Cycle - Angus Hewlett - ADC 2025
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A sequel, of sorts, to my 2024 talk, "Branch-Free Oscillators for fun and profit" - https://www.youtube.com/watch?v=5Les61Hh46w

An implementation of analog-style oscillators in C++ which, by taking maximum advantage of modern processor SIMD architectures, can generate high-quality band-limited waveforms at a cost of less than one clock-cycle per sample on consumer-grade AMD Zen5 CPUs.

The techniques covered are more widely applicable to a range of algorithms and CPUs and include a high-level view of branch-free stream programming and modern SIMD concerns. Intermediate-level C++ and basic knowledge of microprocessor architecture topics are recommended. Basic to intermediate maths/DSP.
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Angus Hewlett

Technologist, Founder, Product Designer, Engineer, Manager and Mentor.

Founded FXpansion at the turn of the millennium and built software drum machines, synths and utilities for 16 years - work that is still loved and used today by leading artists.

Exited to ROLI in 2016 and joined their team as VP Engineering, managing a cross-disciplinary team of dozens of engineers and designers across software, embedded, hardware, web applications and R&D.

CTO at Image-Line from 2021-2023, spearheading efforts to future-proof their tech stack.

Now a technology and product development consultant engineer, helping companies of all shapes and sizes realise their audio dreams.
---

ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC26 Team:

Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

Demystifying std::memory_order – Timur Doumler – ADC 2025

https://audio.dev/ -- @audiodevcon​
ADC Bristol ​- 9th - 11th November
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Demystifying std::memory_order - Timur Doumler - ADC 2025
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Atomic variables are an important tool for low-latency and real-time audio processing as they are essential to implementing any kind of lock-free algorithm or data structure. In C++, atomic variables are readily available in the Standard Library through std::atomic. However, in order to use std::atomic not only correctly, but also efficiently and performantly, it is crucial to pick the correct memory order for the atomic operation at hand depending on the requirements of the algorithm. This can be accomplished via the std::memory_order parameter that every atomic operation in C++ accepts. Yet memory order in C++ is notoriously hard to reason about and often misunderstood.

In this talk, we give a brief overview over the C++ memory model, why it is needed, and how it maps to what happens in actual hardware. We explain the differences between relaxed, consume, acquire, release, and sequentially consistent memory order, and give practical guidelines for which to use when for working with atomic reads, writes, read-modify-write operations, and memory fences.
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Slides: https://data.audio.dev/talks/2025/demystifying-std-memory-order.pdf
---

Timur Doumler

Timur Doumler is the co-host of CppCast and an active member of the ISO C++ standard committee, where he is currently co-chair of SG21, the Contracts study group. Timur started his journey into C++ in computational astrophysics, where he was working on cosmological simulations. He then moved into the audio and music technology industry, where he has spent over a decade of his career, worked on projects such as NI Kontakt and the JUCE framework, and co-founded the music tech startup Cradle. In the past, Timur also worked for JetBrains, first as a developer on CLion's C++ parser and later as a Developer Advocate for C++ developer tools. Currently, Timur lives in Finland, where he organises the monthly C++ Helsinki meetup and works as an independent C++ consultant. Timur is passionate about clean code, good tools, low latency, and the evolution of the C++ language.
---

ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC25 Team:

Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

Filed under: UncategorizedTagged with: , , ,

From DAW Users to Audio Developers – Teaching JUCE to Creative Minds – Milap Rane – ADCx India 2026

https://audio.dev/ -- @audiodevcon​
ADC Bristol ​- 9th - 11th November​
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From DAW Users to Audio Developers - Teaching JUCE to Creative Minds - Milap Rane - ADCx India 2026
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Many music production students approach mathematics and programming with hesitation, often seeing them as abstract, intimidating, or disconnected from creativity. Yet effective music production already depends on structured, stepwise problem-solving—an inherently algorithmic way of thinking.

This talk explores how a Polya-inspired problem-solving framework can be adapted to retrain music production students to think algorithmically. By guiding students to understand a problem, break it into smaller steps, test solutions incrementally, and reflect on outcomes, programming becomes a process of structured experimentation rather than mathematical threat. This approach can help more students access the beauty of building their own plug-ins and workflows that can help them create their own creative identities.

Drawing from my own classroom experience teaching C++ and audio software engineering to B.Sc. Sound Engineering students at the Undergraduate level in an Indian University, where most of the students come from a non-Science background, and where mathematics can in some cases even trigger past trauma. How in such cases, can Audio and Music Technology and Software Development be taught and made more accessible is at the crux of this talk. I discuss strategies for reducing fear around mathematics, reframing coding as problem-solving, and cultivating computational confidence in creative learners. The goal is not just to teach syntax, but to reshape thinking—helping students move from passive tool users to engaged builders who approach software engineering with curiosity rather than anxiety.

Slides: https://drive.google.com/file/d/1VU_Vnc7RqgpWcsCGwnuNNaG8_bGbGjNm/view?usp=drive_link
---

Milap Rane

Musician. Music Technologist. Educator
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ADC is an annual event celebrating all audio development technologies, from music applications and game audio to audio processing and embedded systems. ADC’s mission is to help attendees acquire and develop new audio development skills, and build a network that will support their audio developer career.
Annual ADC Conference - https://audio.dev/
https://www.linkedin.com/company/audiodevcon

https://facebook.com/audiodevcon
https://instagram.com/audiodevcon
https://www.reddit.com/r/audiodevcon/
https://mastodon.social/@audiodevcon
---

Streamed & Edited by Digital Medium Ltd: https://online.digital-medium.co.uk
---

Organized and produced by JUCE: https://juce.com/
---

Special thanks to the ADC team:

Sophie Carus
Derek Heimlich
Andrew Kirk
Bobby Lombardi
Tom Poole
Ralph Richbourg
Jim Roper
Jonathan Roper
Prashant Mishra

#adc #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

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