#immersive-audio News & Analysis

2 articles tagged with #immersive-audio. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Jun 25/10

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HRTFformer: A Spatially-Aware Transformer for Individual HRTF Upsampling in Immersive Audio Rendering

Researchers introduce HRTFformer, a transformer-based neural network that improves the spatial upsampling of Head-Related Transfer Functions (HRTFs) used in immersive audio applications. By leveraging attention mechanisms and spherical harmonic domain processing, the model reconstructs high-fidelity spatial audio from sparse measurements with improved accuracy and realistic spatial coherence.

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.