328 citations · 732 across the 8 of their papers we have counts for
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eess.AS2018★ 6 cited
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation
Soumitro Chakrabarty, Emanuël A. P. Habets
In a recent work on direction-of-arrival (DOA) estimation of multiple speakers with convolutional neural networks (CNNs), the phase component of short-time Fourier transform (STFT)…
eess.AS2018★ 328 cited
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals
Soumitro Chakrabarty, Emanuël A. P. Habets
Supervised learning based methods for source localization, being data driven, can be adapted to different acoustic conditions via training and have been shown to be robust to adver…