Publications (29)
Reward Augmented Maximum Likelihood for Neural Structured Prediction
Mohammad Norouzi, Samy Bengio, Zhifeng Chen +4
Sequence-to-Sequence Models Can Directly Translate Foreign Speech
Ron J. Weiss, Jan Chorowski, Navdeep Jaitly +2
Next-Step Conditioned Deep Convolutional Neural Networks Improve Protein Secondary Structure Prediction
Akosua Busia, Navdeep Jaitly
Towards better decoding and language model integration in sequence to sequence models
Jan Chorowski, Navdeep Jaitly
RNN Approaches to Text Normalization: A Challenge
Richard Sproat, Navdeep Jaitly
Chained Predictions Using Convolutional Neural Networks
Georgia Gkioxari, Alexander Toshev, Navdeep Jaitly
Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks
Soumik Sarkar, Vivek Venugopalan, Kishore Reddy +3
Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks and Next-Step Conditioning
Akosua Busia, Jasmine Collins, Navdeep Jaitly
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions
Jonathan Shen, Ruoming Pang, Ron J. Weiss +10
Tacotron: Towards End-to-End Speech Synthesis
Yuxuan Wang, RJ Skerry-Ryan, Daisy Stanton +11
Peptide-Spectra Matching from Weak Supervision
Samuel S. Schoenholz, Sean Hackett, Laura Deming +8
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
Jonathan Shen, Patrick Nguyen, Yonghui Wu +88
Speech recognition for medical conversations
Chung-Cheng Chiu, Anshuman Tripathi, Katherine Chou +11
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Samy Bengio, Oriol Vinyals, Navdeep Jaitly +1
Latent Sequence Decompositions
William Chan, Yu Zhang, Quoc Le +1
Hierarchical Policy Design for Sample-Efficient Learning of Robot Table Tennis Through Self-Play
Reza Mahjourian, Risto Miikkulainen, Nevena Lazic +2
Pointer Networks
Oriol Vinyals, Meire Fortunato, Navdeep Jaitly
Learning Online Alignments with Continuous Rewards Policy Gradient
Yuping Luo, Chung-Cheng Chiu, Navdeep Jaitly +1
Object Recognition from Short Videos for Robotic Perception
Ivan Bogun, Anelia Angelova, Navdeep Jaitly
Discrete Sequential Prediction of Continuous Actions for Deep RL
Luke Metz, Julian Ibarz, Navdeep Jaitly +1
Listen, Attend and Spell
William Chan, Navdeep Jaitly, Quoc V. Le +1
Learning Hard Alignments with Variational Inference
Dieterich Lawson, Chung-Cheng Chiu, George Tucker +3
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units
Quoc V. Le, Navdeep Jaitly, Geoffrey E. Hinton
Very Deep Convolutional Networks for End-to-End Speech Recognition
Yu Zhang, William Chan, Navdeep Jaitly
An online sequence-to-sequence model for noisy speech recognition
Chung-Cheng Chiu, Dieterich Lawson, Yuping Luo +4
A Neural Transducer
Navdeep Jaitly, David Sussillo, Quoc V. Le +3
Multi-task Neural Networks for QSAR Predictions
George E. Dahl, Navdeep Jaitly, Ruslan Salakhutdinov
State-of-the-art Speech Recognition With Sequence-to-Sequence Models
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu +11
Adversarial Autoencoders
Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly +2