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New ANC system for open-ear wearables uses neural networks

By PulseAugur Editorial · [1 sources] ·

Researchers have developed a novel active noise cancellation (ANC) system designed for open-ear smart glasses and other wearables. Unlike traditional ANC systems that require an in-ear microphone, this new approach utilizes a neural network and an array of eight microphones embedded in the device's frame to estimate and cancel environmental noise in real-time. The system demonstrated a mean noise reduction of 9.6 dB without calibration and 11.2 dB with a brief calibration, effectively reducing noise in the 100 to 1000 Hz frequency range for mobility scenarios. AI

IMPACT This research could enable more immersive audio experiences in future smart glasses and VR headsets by improving noise cancellation without obstructing the ear canal.

RANK_REASON Academic paper detailing a novel technical approach. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.LG →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New ANC system for open-ear wearables uses neural networks

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Academic paper detailing a novel technical approach. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.LG TIER_1 English(EN) · Kuang Yuan, Freddy Yifei Liu, Tong Xiao, Yiwen Song, Chengyi Shen, Saksham Bhutani, Justin Chan, Swarun Kumar ·

    Active noise cancellation on open-ear smart glasses

    arXiv:2604.05519v2 Announce Type: replace-cross Abstract: Active noise cancellation (ANC) is widely deployed on consumer headphones and earbuds to suppress environmental noise. However, existing ANC systems require an error microphone at the user's ear canal to measure residual s…

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