#room-impulse-response News & Analysis

2 articles tagged with #room-impulse-response. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · May 286/10

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EigeNet: Geometry-Informed Multi-Modal Learning for Few-shot Novel View RIR Prediction

Researchers introduce EigeNet, a geometry-informed deep learning framework for predicting Room Impulse Response (RIR) in spatial audio from limited observations. The model combines transformer architecture with acoustic ray tracing principles to achieve state-of-the-art performance in few-shot novel view RIR prediction and demonstrates strong sim-to-real generalization capabilities.

AINeutralarXiv – CS AI · May 115/10

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Dependence on Early and Late Reverberation of Single-Channel Speaker Distance Estimation

Researchers decomposed room impulse responses to understand which acoustic components enable single-channel speaker distance estimation, finding that without time calibration, models rely on early reflections and achieve 1.29m error, while time-calibrated models achieve 0.14m accuracy using propagation delay alone.