Oracle speaker count fused late into a CRNN raises average F1-scores for multi-speaker binaural DOA estimation by up to 14% over baseline on real recordings.
Direction-of-arrival (DOA) estimation enables the device to steer beamformers, suppress noise, and enhance conversa tional cues
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Multi-Speaker DOA Estimation in Binaural Hearing Aids using Deep Learning and Speaker Count Fusion
Oracle speaker count fused late into a CRNN raises average F1-scores for multi-speaker binaural DOA estimation by up to 14% over baseline on real recordings.