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Speech Recognition

• Deep neural networks for acoustic modeling in speech recognition

Speech Synthesis

• Statistical parametric speech synthesis using deep neural networks
• Directory modeling speech waveforms by neural networks for statistical parametric speech synthesis
• WaveNet: a generative model for raw audio

Natural Language

• Recurrent neural network based language model

Chatbot

• Sequence to sequence learning with neural networks
• A neural conversational model
• A neural network approach to context-sensitive generation of conversational responses
• Neural responding machine for short-text conversation

Image

• ImageNet classification with deep convolutional neural networks
• Generative Adversarial Networks
• NIPS 2016 Tutorial: Generative Adversarial Networks

Reinforcement Learning