2.1k citations · 3.2k across the 30 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
eess.AS2019★ 7 cited
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation
Yi Luo, Zhuo Chen, Nima Mesgarani +1
An important problem in ad-hoc microphone speech separation is how to guarantee the robustness of a system with respect to the locations and numbers of microphones. The former requ…
eess.AS2019★ 50 cited
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation
Yi Luo, Zhuo Chen, Takuya Yoshioka
Recent studies in deep learning-based speech separation have proven the superiority of time-domain approaches to conventional time-frequency-based methods. Unlike the time-frequenc…
eess.AS2019★ 30 cited
FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing
Yi Luo, Enea Ceolini, Cong Han +2
Beamforming has been extensively investigated for multi-channel audio processing tasks. Recently, learning-based beamforming methods, sometimes called \textit{neural beamformers},…