<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Signal Processing | Ege Küçükkömürcü</title><link>https://kucukkomurcu.com/tags/signal-processing/</link><atom:link href="https://kucukkomurcu.com/tags/signal-processing/index.xml" rel="self" type="application/rss+xml"/><description>Signal Processing</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Thu, 02 Jul 2026 00:00:00 +0000</lastBuildDate><image><url>https://kucukkomurcu.com/media/icon_hu_195018d41fb6dc22.png</url><title>Signal Processing</title><link>https://kucukkomurcu.com/tags/signal-processing/</link></image><item><title>Visual Microphone</title><link>https://kucukkomurcu.com/projects/visual-microphone/</link><pubDate>Thu, 02 Jul 2026 00:00:00 +0000</pubDate><guid>https://kucukkomurcu.com/projects/visual-microphone/</guid><description>&lt;p&gt;This was my final-year project at the Middle East Technical University Physics Department, and it was probably the first time my interests in optics, acoustics, and signal processing fully collided in a useful way.&lt;/p&gt;
&lt;p&gt;The question sounded slightly ridiculous, which is usually a good sign:&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Can we recover sound without using a normal microphone?&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;Instead of detecting pressure directly, we looked for sound in light. More specifically, we investigated whether acoustic vibrations could be recovered from changes in the speckle pattern produced by a multimode optical fiber.&lt;/p&gt;
&lt;p&gt;At the time, I was fascinated by the idea that a messy optical pattern could contain hidden information about the environment. A speckle image looks random, but it is not meaningless. It is a fragile interference pattern, and fragility is often just sensitivity wearing dramatic clothing.&lt;/p&gt;
&lt;h2 id="the-idea"&gt;The idea&lt;/h2&gt;
&lt;p&gt;A multimode fiber supports many optical modes. These modes interfere at the output and create a speckle pattern. If the fiber is disturbed by sound or vibration, the optical path lengths of the modes change slightly. This changes the speckle pattern.&lt;/p&gt;
&lt;p&gt;So the logic was:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;sound perturbs the fiber,&lt;/li&gt;
&lt;li&gt;the fiber perturbs the optical speckle,&lt;/li&gt;
&lt;li&gt;the camera records the speckle fluctuations,&lt;/li&gt;
&lt;li&gt;signal processing tries to recover the original sound.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;In less polite terms: we asked whether a chaotic-looking optical blob could be bullied into becoming a microphone.&lt;/p&gt;
&lt;h2 id="what-we-built"&gt;What we built&lt;/h2&gt;
&lt;p&gt;The setup used a 1550 nm laser, a multimode optical fiber, and a camera to record temporal changes in the speckle pattern. We played sound near the system and extracted signals from the recorded optical fluctuations.&lt;/p&gt;
&lt;p&gt;The project involved:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;optical alignment,&lt;/li&gt;
&lt;li&gt;recording speckle patterns,&lt;/li&gt;
&lt;li&gt;extracting temporal intensity variations,&lt;/li&gt;
&lt;li&gt;filtering and signal processing,&lt;/li&gt;
&lt;li&gt;comparing the recovered signal with the sound played through speakers.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;We even tested it with actual music, including the Inspector Gadget theme, because apparently scientific seriousness has limits.&lt;/p&gt;
&lt;h2 id="what-came-out-of-it"&gt;What came out of it&lt;/h2&gt;
&lt;p&gt;The main result was that sound could indeed be reconstructed from optical speckle fluctuations.&lt;/p&gt;
&lt;p&gt;The reconstruction was not magically clean from the beginning. It required filtering and processing, and the signal was sensitive to the experimental conditions. But that was also the point: the speckle pattern was carrying acoustic information, even if it was doing so in the most unnecessarily dramatic way possible.&lt;/p&gt;
&lt;h2 id="listen"&gt;Listen&lt;/h2&gt;
&lt;div class="audio-demo"&gt;
&lt;div class="audio-demo-item"&gt;
&lt;div class="audio-demo-label"&gt;Original&lt;/div&gt;
&lt;audio controls preload="none" src="https://arxiv.org/src/2405.01547v1/anc/original.wav"&gt;&lt;/audio&gt;
&lt;/div&gt;
&lt;div class="audio-demo-item"&gt;
&lt;div class="audio-demo-label"&gt;Reconstructed&lt;/div&gt;
&lt;audio controls preload="none" src="https://arxiv.org/src/2405.01547v1/anc/reconstructed.wav"&gt;&lt;/audio&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;This project became important for me because it showed that optical systems can act as indirect acoustic sensors. That idea never really left me.&lt;/p&gt;
&lt;h2 id="why-it-mattered-for-me"&gt;Why it mattered for me&lt;/h2&gt;
&lt;p&gt;Looking back, this project was one of the roots of my current research direction.&lt;/p&gt;
&lt;p&gt;My PhD now deals with all-optical photoacoustic imaging, where ultrasound is detected optically rather than with a conventional piezoelectric detector. The physics and hardware are different, but the taste is similar:&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;use light to listen to sound.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;The Visual Microphone project gave me an early intuition for optical acoustic sensing, speckle-based measurement, and the fact that the useful signal is often hidden inside something that initially looks like noise.&lt;/p&gt;
&lt;h2 id="acknowledgements"&gt;Acknowledgements&lt;/h2&gt;
&lt;p&gt;This project was carried out during my undergraduate studies at METU. I am grateful to Berk N. Gün for his contribution to the project and to Prof. Emre Yüce for his guidance.&lt;/p&gt;</description></item><item><title>Sound Reconstruction via Optical Multi-Mode Fiber</title><link>https://kucukkomurcu.com/publications/sound-reconstruction-via-optical-multi-mode-fiber/</link><pubDate>Sun, 18 Feb 2024 00:00:00 +0000</pubDate><guid>https://kucukkomurcu.com/publications/sound-reconstruction-via-optical-multi-mode-fiber/</guid><description>&lt;p&gt;This preprint is connected to the
project.&lt;/p&gt;
&lt;div class="publication-actions" data-pagefind-ignore&gt;
&lt;a class="publication-action" href="https://arxiv.org/pdf/2405.01547" target="_blank" rel="noopener"&gt;PDF&lt;/a&gt;
&lt;a class="publication-action" href="https://arxiv.org/abs/2405.01547" target="_blank" rel="noopener"&gt;arXiv&lt;/a&gt;
&lt;button class="publication-action" type="button" data-copy-text="E. Küçükkömürcü, Berk Nezir Gün, Emre Yüce. Sound Reconstruction via Optical Multi-Mode Fiber. arXiv, 2024."&gt;Copy citation&lt;/button&gt;
&lt;button class="publication-action" type="button" data-copy-text="@misc{kucukkomurcu2024publicationssoundreconstructionviaopticalmultimodefiber,
title = {Sound Reconstruction via Optical Multi-Mode Fiber},
author = {Ege Küçükkömürcü and Berk Nezir Gün and Emre Yüce},
year = {2024},
eprint = {2405.01547},
archivePrefix = {arXiv},
url = {https://arxiv.org/abs/2405.01547},
doi = {10.48550/arXiv.2405.01547}
}"&gt;BibTeX&lt;/button&gt;
&lt;/div&gt;</description></item></channel></rss>