Longfei Yang's repositories
AdversarialNetsPapers
The classical paper list with code about generative adversarial nets
Alibaba-MIT-Speech
Alibaba speech technology
attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
bert-dst
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer
chat_prompt_templates
Collection of Basic Prompt Templates for Various Chat LLMs (Chat LLM 的基础提示模板集合)
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
lemniscate.pytorch
Unsupervised Feature Learning via Non-parametric Instance-level Discrimination
Mem2Seq
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems
MLCSG-ACL2020
Source code of paper "Modeling Long Context for Task-Oriented Dialogue State Generation" , ACL 2020
MLDG
The demo code for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, https://arxiv.org/pdf/1710.03463.pdf
modified-bAbI-dialog-tasks
Dataset for 'Learning End-to-End Goal-Oriented Dialog with maximal User task success and minimal Human Agent use' - TACL, ACL 2019 oral presentation
Montreal-Forced-Aligner
Command line utility for forced alignment using Kaldi
multi-domain-belief-tracking
The implementation of the model proposed in the Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing paper
nabu
Code for end-to-end ASR with neural networks, build with TensorFlow
NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
relational-rnn-pytorch
An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
speech-to-text
mixlingual speech recognition system; hybrid (GMM+NNet) model; Kaldi + Keras
speech-to-text-wavenet
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
tensorflow_end2end_speech_recognition
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
trade-dst
Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743