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Speech Processing

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2020

MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection

Fei Jia, Somshubra Majumdar, Boris Ginsburg

Improving Noise Robustness of an End-to-End Neural Model for Automatic Speech Recognition

Jagadeesh Balam, Jocelyn Huang, Vitaly Lavrukhin, Slyne Deng, Somshubra Majumdar, Boris Ginsburg

SpeakerNet: 1D Depth-wise Separable Convolutional Network for Text-Independent Speaker Recognition and Verification

Nithin Rao Koluguri, Jason Li, Vitaly Lavrukhin, Boris Ginsburg

Cross-Language Transfer Learning and Domain Adaptation for End-to-End Automatic Speech Recognition

Jocelyn Huang, Oleksii Kuchaiev, Patrick O’Neill, Vitaly Lavrukhin, Jason Li, Adriana Flores, Georg Kucsko, Boris Ginsburg

MatchboxNet - 1D Time-Channel Separable Convolutional Neural Network Architecture for Speech Commands Recognition

Somshubra Majumdar, Boris Ginsburg