2.1k citations · 3.3k across the 55 of their papers we have counts for
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3 papers · 1 filter
cs.SD2017★ 37 cited
TasNet: time-domain audio separation network for real-time, single-channel speech separation
Yi Luo, Nima Mesgarani
Robust speech processing in multi-talker environments requires effective speech separation. Recent deep learning systems have made significant progress toward solving this problem,…
cs.CV2017
Lip2AudSpec: Speech reconstruction from silent lip movements video
Hassan Akbari, Himani Arora, Liangliang Cao +1
In this study, we propose a deep neural network for reconstructing intelligible speech from silent lip movement videos. We use auditory spectrogram as spectral representation of sp…
cs.SD2017★ 282 cited
Speaker-independent Speech Separation with Deep Attractor Network
Yi Luo, Zhuo Chen, Nima Mesgarani
Despite the recent success of deep learning for many speech processing tasks, single-microphone, speaker-independent speech separation remains challenging for two main reasons. The…