2018

2018-2019

ASR

• 181107-吴嘉瑶-Overview of ASR

• 190515-董文伟-Unsupervised_pre-training_for_speech_recognition]

VPR

• 181107-于嘉威-Overview of VPR

• 181114-VPR from raw waveform

• 190306-张阳 experiments report

• 190418-齐诏娣-I-vector_representation_based_on_GMM_and_DNN

LRE

• [190529-于嘉威-Zero-resource-LID]

Scoring

• 190117-董文伟-Overview of Scoring]

• 190425-邓侃-English Evaluation techniques]

Text generation

• Overview-2018-Neural Text Generation: Past, Present and Beyond

Conversational system

• Overview-2018-Neural Approaches to Conversational AI: Question Answering, Task-Oriented Dialogue and Chatbots: A Unified View slides

Deep architecture and mechanism

• 181114-deep compression

• 181212-何丹-Tensor factorization neural net

• 190508-吴嘉瑶-ensemble of NN

• 190529-吴嘉瑶-knowledge distillation

Learning theory

• 181205 姜修齐 Meta-Learning and Zero-Shot Learning

Platform and tool

• 181116-张阳-Conda & Python

• 181117-张阳-Linux

• PyTorch 1.0 - Bringing research and production together Presentation

NLP language model

• Bert模型简介
• bert based punctuation_prediction 实验总结

Medical Image

• 190522-刘逸博-基于人工智能的乳腺癌诊断

User Guide of Fault Detection

• 190802-孙浩然-异常检测树莓派配置教程