How Transferable Are Features in Convolutional Neural Network Acoustic Models across Languages?
暂无分享,去创建一个
[1] Hermann Ney,et al. Convolutional neural networks for acoustic modeling of raw time signal in LVCSR , 2015, INTERSPEECH.
[2] Surya Ganguli,et al. Exact solutions to the nonlinear dynamics of learning in deep linear neural networks , 2013, ICLR.
[3] Yoshua Bengio,et al. Understanding intermediate layers using linear classifier probes , 2016, ICLR.
[4] Yoshua Bengio,et al. How transferable are features in deep neural networks? , 2014, NIPS.
[5] Michael I. Jordan,et al. Learning Transferable Features with Deep Adaptation Networks , 2015, ICML.
[6] Yuan Yu,et al. TensorFlow: A system for large-scale machine learning , 2016, OSDI.
[7] Rob Fergus,et al. Visualizing and Understanding Convolutional Networks , 2013, ECCV.
[8] Ralf Schlüter,et al. Investigation on cross- and multilingual MLP features under matched and mismatched acoustical conditions , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[9] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[10] Tasha Nagamine,et al. Exploring how deep neural networks form phonemic categories , 2015, INTERSPEECH.
[11] Jascha Sohl-Dickstein,et al. SVCCA: Singular Vector Canonical Correlation Analysis for Deep Understanding and Improvement , 2017, ArXiv.
[12] Yann LeCun,et al. What is the best multi-stage architecture for object recognition? , 2009, 2009 IEEE 12th International Conference on Computer Vision.
[13] Georg Heigold,et al. Multilingual acoustic models using distributed deep neural networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[14] Honglak Lee,et al. Unsupervised feature learning for audio classification using convolutional deep belief networks , 2009, NIPS.
[15] Brian Kingsbury,et al. Very deep multilingual convolutional neural networks for LVCSR , 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[16] Benjamin Recht,et al. Random Features for Large-Scale Kernel Machines , 2007, NIPS.
[17] John R. Hershey,et al. Language independent end-to-end architecture for joint language identification and speech recognition , 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).