Tianwang Jia
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126
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Signal Processing×1AI×1ML×1Sound×1Audio and Speech Processing×1
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2026
FAConformer: Frequency-Aware Convolutional Transformer for Auditory Attention Decoding
This paper proposes FAConformer, a framework for auditory attention decoding using frequency-aware CNN-Transformer, which performs frequency-aware modeling and outperforms existing methods.
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eess.SPcs.AIcs.LGEmpiricalRecentJun 12, 2026
FAConformer: Frequency-Aware Convolutional Transformer for Auditory Attention Decoding
Ziwei Wang, Xingyi He, Tianwang Jia, Hongbin Wang +1 more
This paper proposes FAConformer, a framework for auditory attention decoding using frequency-aware CNN-Transformer, which performs frequency-aware modeling and outperforms existing methods.
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