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CodeRed 3.0Overall Winner - 1st Place

Signal Processing · Embedded Intelligence · 2026 · Engineering Project

WYSH

What You See is What You Hear

Enhancing the audio of the object in the FoV in real-time using adaptive beamforming.

Signal ProcessingBeamformingEmbedded SystemsAudio Processing

1st Place

Result

2025

Year

Beamforming

Domain

Overview

Audio-Visual Zooming is an intelligent acoustic focusing system designed to enhance a selected sound source in real time. Unlike conventional microphones that capture every sound within their range, the system uses microphone arrays and adaptive beamforming techniques to selectively enhance audio from a desired direction while suppressing surrounding noise.

The project combines embedded signal processing with spatial audio techniques to create an 'audio zoom' experience that complements visual zoom, enabling clearer speech capture and improved situational awareness in applications such as conferencing, surveillance, and assistive technologies.

Problem

Traditional microphones capture all surrounding sounds equally, making it difficult to isolate a specific speaker or sound source in noisy environments. While cameras provide optical zoom to focus visually, there is no equivalent mechanism for selectively focusing audio. This project addresses that challenge by developing an adaptive beamforming system capable of enhancing a chosen sound source while reducing unwanted background interference in real time.

Process

01

Array capture

A microphone array captures multi-channel audio in sync across the room, giving the system a spatial view of where sound is coming from, not just what sound exists.

02

Adaptive beamforming

Adaptive beamforming algorithms dynamically steer the microphone array's sensitivity toward a selected sound source, allowing the system to enhance desired audio while suppressing unwanted signals from other directions.

03

Real-time embedded pipeline

The signal-processing pipeline was designed for real-time execution on embedded hardware, enabling low-latency audio enhancement suitable for interactive applications.

04

Coordinated audio-visual output

The enhanced audio output is synchronized with visual zoom interactions, providing a seamless user experience where both audio and video focus together on the selected subject.

WYSH additional photo

Results

Successfully demonstrated real-time enhancement of a selected sound source using adaptive beamforming techniques.
Validated the feasibility of combining embedded signal processing with spatial audio for interactive audio focusing applications.
Established a strong technical foundation for subsequent work in acoustic localization and UAV-assisted search systems.
Recognized as an award-winning engineering project for its innovative application of beamforming and embedded audio processing.

Learnings

Microphone array geometry and calibration play a critical role in beamforming performance, often having a greater impact than algorithmic complexity alone.
Real-time embedded signal processing requires careful balancing of computational complexity, latency, and audio quality.
Integrating audio processing with intuitive visual interactions significantly improves the overall user experience and perceived system effectiveness.