Tag: coding

Spatial Localization & Techniques for Synthesizing Real-Time Binaural Audio for Headphones – ADCx India 2025

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https://audio.dev/ -- @audiodevcon​
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Spatial Localization and Techniques for Synthesizing Real-Time Binaural Audio for Headphones - Harsha Vardhan Rapeti - ADCx India 2025
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Spatial audio has become increasingly popular, with new applications emerging in areas like virtual reality (VR), home theatres, and spatial audio headphones. These innovations provide users with more engaging and interactive experiences.
To effectively reproduce binaural signals from sound sources in different locations, it’s essential to grasp how we perceive the origin of sounds. This involves looking at binaural audio signals from various experiments, which helps us grasp how our ears and brain work together to locate sounds in space.

The Talk Covers:

1 Terminology, Meaning and Basic Equations (Pressure wave related).
2 How does spatial localisation work in Free fields and closed fields.
- Static and Dynamic Cues.
- Human Ear anatomy Effecting the pressure waves.
- psychological cues.
3 Reproducing Binaural audio on Headphones.
- Head Related Transfer functions for near field and far field signals, spectrum modifications.
- Delaying channels to replicate Intra-aural delay.
- Replicating the change in the energy level of the audio signal.
- *
4 Implementation problems and overcoming them. Tricks to Interpolating between fixed number of HRTFs for a smooth transition.
5 Q&A
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Slides: https://data.audio.dev/talks/ADCxIndia/2025/spatial-localization-and-techniques-for-synthesizing-real-time-binaural-audio/slides.pptx
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Harsha Vardhan Rapeti

Harsha is a c++ programmer, interested in audio and Linux stuff. Checkout more of his stuff at https://github.com/Harsha-vardhan-R
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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 ADCx India Team:

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

#spatialaudio #binauralaudio #adc #audiodev #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #sound #cpp #musictech #audiotech #audiotechnology

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Branch-Free Oscillators for Virtual Analog Software Synth in C++ – Angus Hewlett – ADC 2024

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https://audio.dev/ -- @audiodevcon​
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Branch-Free Oscillators for Virtual Analog Software Synthesizer Applications in C++ - Angus Hewlett - ADC 2024
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A discussion of techniques and approaches for building parallel branch-free oscillators for VA software synthesizer applications in C++ - exploring the stack from low-level machine instructions and CPU architecture up to signal processing concerns and language-level abstractions.

How can a branch-free design help you build more performant oscillators, how does it work underneath, and what are the advantages, disadvantages and potential pitfalls of this type of design approach?

If you're curious about CPU architecture and what's going on underneath your code, this talk will be an interesting window into that sometimes less-than-obvious world.
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Slides: https://data.audio.dev/talks/2024/branch-free-oscillators/slides.pdf
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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, synthesizers and utilities for 16 years.

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, hardware, web applications and R and D.

CTO at Image-Line from 2021-2023.

Now building a new product line to be released in 2024, and helping others to realise their product development dreams.
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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 ADC24 Team:

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

#adc #oscillators #audiodev #cpp #audio #audioprocessing #audioproduction #audioprogramming #sound #cppprogramming #musictech #soundtech #audiotech #audiotechnology

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Keynote: Music Informatics for Musics of India – Topics, Tools and Trends – Ajay Srinivasamurthy

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https://audio.dev/ -- @audiodevcon​
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Keynote: Music Informatics for Musics of India - Topics, Tools and Trends - Ajay Srinivasamurthy - ADCx India 2025
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The art of music has been practised for centuries in India. In the last century, the science of music developed, with musicologists studying music systematically using a scientific approach. Engineering of music is now emerging - music Informatics is a multidisciplinary field that draws from several fields such as acoustics, psychoacoustics, signal processing, machine learning, computer science, psychology and musicology to build tools and techniques for performance, production, analysis, understanding and synthesis of music. The tools aim to create a novel experience with music for both musicians and the audience, enhancing our collective experience with music. This talk is aimed to be an introductory overview of music informatics as it is applied to the diverse musics of India discussing the opportunities, challenges and application trends in the field. The talk discusses the current state of the art, relevant problems and resources available to start working on music informatics problems in the Indian socio-cultural context.
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Slides: https://data.audio.dev/talks/ADCxIndia/2025/music-informatics-for-musics-of-india-topics-tools-and-trends/slides.pdf
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Ajay Srinivasamurthy

Ajay Srinivasamurthy is an Applied Science Manager with the Amazon Artificial General Intelligence team in Bangalore, India where he works on large scale speech and language technologies. He is also an adjunct member of the faculty, Department of Heritage Science and Technology, Indian Institute of Technology Hyderabad (IITH), India. He has diverse research interests and experience in the areas of Speech, Audio and Music Signal Processing and Machine Learning (www.ajaysrinivasamurthy.in).
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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 ADCx India Team:

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

#adc #audiodev #musicofindia #dsp #audio #audioengineering #audioprocessing #audioproduction #audioprogramming #music #musictech #soundtech #audiotech #audiotechnology

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Inheriting Mantis (Synth) from Chris Huggett – Ben Supper – ADC 2024

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https://audio.dev/ -- @audiodevcon​
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Inheriting Mantis (Synth) from Chris Huggett - Ben Supper - ADC 2024
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Chris Huggett founded the Oxford Synthesiser Company in the 1970s. He spent his career designing what became classic instruments: the EDP Wasp and OSCar synthesisers, most of Akai's samplers in the 1990s, and pretty much all of Novation's musical products.

In 2019, Chris took on a commission for a new company. Given creative free rein, he started developing a hybrid synth that revisited some of his earliest work, but improved it with modern features. Unfortunately, he was diagnosed with cancer at around the same time, and didn't survive the first lockdown.

Having worked with Chris for a while at Novation, and being a little involved with the same new company, I was standing in a footlight when the music stopped. With the permission of his estate, the contents of Chris's desk and hard drive allowed us to inherit a well-conceived, sometimes brilliant, but technically rough proof of concept. We were given permission to see what we might do with the hardware and software.

As a solo engineer, my job was to understand the context and intentions embodied in Chris's draft, to shape and polish it without losing his fingerprints, and to see it into production before the money ran out.

This talk will cover the technically interesting aspects of this project, following the evolution of Chris's demo into a manufacturable product and a codebase for the future, whilst working out which of his fingerprints he meant to polish out and which to leave.
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Slides: https://data.audio.dev/talks/2024/inheriting-mantis/slides.pdf
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Ben Supper

Ben engineers synthesisers, loudspeakers, MIDI controllers, and other products for various companies, and sells spatial audio hardware via his own company, Supperware.

He likes solving problems that combine elements of acoustic design, hardware, firmware, DSP, and application development. The first half of his career was spent mostly at Focusrite and ROLI, running the latter's R&D team and realising that he prefers the lab to the boardroom, but doesn't get to choose.

Ben's been involved with ADC since it started in 2015. He's spoken about MIDI, spatial audio, the craft of making hardware, and on weathering a demanding and satisfying trade, the practitioners of which are often invisible.
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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 ADC24 Team:

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

#adc #audiodev #synth #synthesizer #audio #audioprocessing #audioproduction #audioprogramming #sound #music #musictech #soundtech #audiotech #audiotechnology

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Profiling Neural Audio Plugins – Dharanipathi Rathna Kumar – ADCx India 2025

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https://audio.dev/ -- @audiodevcon​
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Profiling Neural Audio Plugins - Dharanipathi Rathna Kumar - ADCx India 2025
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Profiling is an indispensable tool in developing high-performance, real-time audio plugins. In this talk, we will delve into profiling, with a focus on neural audio plugins. We will explore key profiling techniques, including time profilers, system tracers, performance counters, and the distinctions between sampling and instrumentation. Using Xcode’s Instruments as our primary tool, we’ll walk through an example code to demonstrate how profiling can identify bottlenecks and guide optimization efforts. We’ll also briefly examine the performance of current neural network inference engines used in audio plugins.
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Slides: https://data.audio.dev/talks/ADCxIndia/2025/profiling-neural-audio-plugins/slides.pptx
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Dharanipathi Rathna Kumar

PhD researcher working on real-time neural audio.
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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 ADCx India Team:

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

#audioplugins #adc #audiodev #cppprogramming #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #xcode #musictech #soundtech #audiotech #audiotechnology

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Building Audio Applications using AI Models: Practical Lessons Learned – ChangHun Sung – ADC 2024

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https://audio.dev/ -- @audiodevcon​
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Building Audio Applications using AI Models: Practical Lessons Learned - ChangHun Sung - ADC 2024
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Supertone has been building and releasing a variety of AI audio applications since 2022. Ranging from a real-time noise reduction plug-in, a standalone voice changer application, to an impulse response generator that employs a transformer architecture (the kind used in LLMs), Supertone’s products were made by taking AI models from the lab and delivering them to the hands of users. In this talk, we will share with you some practical lessons we’ve learned from our experiences.
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Slides: https://data.audio.dev/talks/2024/practical-lessons-learned-from-building-audio-applications-using-ai-models/slides.pdf
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ChangHun Sung

Chang Hun is a Software Engineer at Supertone, Inc. He previously worked in the game industry and used to develop game engines. Chang Hun now develops high performance C++ frameworks to accelerate the process of productizing ML models. He is also the principal clarinetist in an amateur orchestra in Seoul.
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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 ADC24 Team:

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

#adc #ai #audiosoftware #audiodev #dsp #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #musictech #soundtech #audiotech #audiotechnology

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How to Price an Audio Plugin – James Russell – ADC 2024

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https://audio.dev/ -- @audiodevcon​
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How to Price an Audio Plugin - Factors to Consider When Deriving That One Elusive Value - James Russell - ADC 2024
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A plugin's price can make or break its success in the market, so why is it often one of the last decisions made? And why do skilled DSP developers struggle to determine this one value? This talk will cover the relevant economics of pricing for digital products, and will lay out 12 factors that should influence the final decision, using real-world examples. Developers will gain insight into what questions to ask and what observations to make in pricing their next launch – whether it's an analogue-style EQ, a one-knob spectral compressor, or humanity's next legendary synth plugin.
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Slides: https://data.audio.dev/talks/2024/how-to-price-an-audio-plugin/slides.pdf
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James Russell

I've been part of 'the plugin industry' since 2012, first at Computer Music and FutureMusic magazines, then as part of my own company, Egg Audio, which is a marketing agency and consultancy working only with plugin developers. I specialize in an industry rather than a type of service, so I and my freelancers provide everything from blog and video content to influencer marketing – all to music software companies including Sonible, Plugin Boutique, Waves and Rhodes.
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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 ADC24 Team:

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

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

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Groove Transfer VST for Latin American Rhythms – Anmol Mishra & Satyajeet Prabhu – ADCx India 2025

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https://audio.dev/ -- @audiodevcon​
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Groove Transfer VST for Latin American Rhythms - Anmol Mishra & Satyajeet Prabhu - ADCx India 2025
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Latin American music relies on groove---small variations in timing, dynamics, and other aspects---to create an expressive rhythmic feel in music performance. Electronic music production often attempts to replicate these qualities through algorithmic manipulations to achieve similar effects. In this work, we employ a transformer-based model to learn microtiming and dynamics from onset timing and strength annotations of Uruguayan Candombe drum performances. The model is then deployed as a VST allowing users to apply the learnt candombe micro rhythms to quantized midi drum performances. With this work, we aim to bridge the gap between algorithmic rhythm creation and the expressive qualities of live performance, striving to produce music with the authentic grooves of various Latin American genres.
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Slides: https://data.audio.dev/talks/ADCxIndia/2025/groove-transfer-vst-for-latin-american-rhythms/slides.pdf
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Anmol Mishra

Anmol is a Research Assistant at the Music Technology Group (MTG) and a masters student at UPF Barcelona, working on learning expressive groove from Afro-Latin drumming for algorithmic rhythm generation. Previously he worked as a Machine Learning Engineer at Samsung’s Computer Vision Group in Seoul. Prior to that, he earned his Bachelors in Computer Science from IIT Bombay. He's been performing as a DJ for the past two years at clubs and festivals in Seoul.
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Satyajeet Prabhu

Satyajeet Prabhu is a Masters student in Sound and Music Computation at Universitat Pompeu Fabra, Barcelona. He holds a masters degree in Music Composition from Trinity College Dublin and an undergraduate degree in engineering. Currently working as a research assistant at the MTG, he is involved in the study of synchrony in a rhythmic performance. He also actively composes and releases music independently as ‘Barasingha’.
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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 ADCx India Team:

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

#vst #adc #audiodev #audio #conferenceaudio #audioprocessing #audioproduction #audioprogramming #musicproduction #musictech #soundtech #audiotech #audiotechnology #midi

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Inter-Plugin Communication (IPC) – Breaking out of the Channel Strip – Peter Sciri – ADC 2024

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https://audio.dev/ -- @audiodevcon​
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Inter-Plugin Communication (IPC) - Breaking out of the Channel Strip - Peter Sciri - ADC 2024
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Inter-plugin communication (IPC) is transforming the way audio plug-ins interact, enabling more efficient workflows and intelligent signal processing. This talk will explore the general principles of IPC, its applications in modern audio production, and a detailed case study on sonible’s smart:EQ 4. We will show how IPC enables advanced features, allowing plug-ins to collaborate intelligently for content-aware solutions across channels, while also highlighting challenges related to DAW architecture, such as latency issues, and potential strategies for overcoming these obstacles.
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Slides: https://data.audio.dev/talks/2024/inter-plugin-communication/slides.pdf
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Peter Sciri

Peter Sciri is co-founder and CTO at sonible, an Austrian company specializing in AI-driven audio plug-ins. With a background in audio engineering and expertise in digital signal processing, Peter has been at the forefront of developing intelligent tools for modern audio production. Together with two friends, Peter founded sonible over a decade ago, combining his technical knowledge and passion for sound to create innovative products.

While spending most of his days at a desk, Peter enjoys making music playing multiple instruments or mixing one or another live show just to relax..
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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 ADC24 Team:

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

#ipc #audioengineering #audioplugins #audiodev #dsp #audio #adc #audioprocessing #audioproduction #audioprogramming #musictech #soundtech #audiotech #audiotechnology

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Accelerated Audio Computing – Unlocking the Future of Real-Time Sound Processing – Alexander Talashov – ADC 2024

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https://audio.dev/ -- @audiodevcon​
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Accelerated Audio Computing - Unlocking the Future of Real-Time Sound Processing - Alexander Talashov - ADC 2024
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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 we unlock the potential of GPUs by overcoming challenges related to latency, code parallelization, thread utilization, and others. Today, we’re excited to showcase how this technology can scale beyond DAW plugin use cases to professional music devices at our Workshop. We provided the power of Nvidia Jetson running Neural Amp Modeller (NAM) NNs natively as an example. We offered our Workshop participants access to our Platform tools and code that empower them to run the NAM project on the GPU and extend it further or innovate in ways others haven’t yet created. Join us at this keynote to explore our expansive vision for GPU-powered technology adoption and discover what’s possible for the future of audio beyond the plugins and digital guitar ampfliers.
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Slides: https://data.audio.dev/talks/2024/accelerated-audio-computing/slides.pdf
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Alexander Talashov
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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 ADC24 Team:

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

#adc #audioengineering #gpu #audioprogramming #audiodev #nvidia #audio #audioprocessing #audioproduction #audioprogramming #musictech #soundtech #audiotech #audiotechnology

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