Wenlin-Zhang

onlinedecoder

an online decoder based on kaldi

onlinedecoderbin

an example of using my online decoder based on kaldi

radiorec

traffic_light_detection

Implementation of a traffic light detector for udacity sdc nanodegreee using tensorflow object detection API

BayesianRNN

Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

CarND-Capstone

ConversationalRobotDesign

对话机器人（聊天机器人）设计思考

CRSS-SpkrDiar

CRSS Implementation of speaker diarization system on a Kaldi-based platform

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

explanatoryGraph

Interpreting CNN Knowledge via an Explanatory Graph

face_verification_experiment

A Lightened CNN for Deep Face Representation

facenet

Tensorflow implementation of the FaceNet face recognizer

interpretableCNN

kaldi-gstreamer-server

Real-time full-duplex speech recognition server, based on the Kaldi toolkit and the GStreamer framwork.

kaldi-offline-transcriber

Offline transcription system for Estonian using Kaldi

Montreal-Forced-Aligner

Command line utility for forced alignment using Kaldi

my-notes

NetDissect

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

p2_continuous_control

py-R-FCN

R-FCN with joint training and python support

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

R-FCN

R-FCN: Object Detection via Region-based Fully Convolutional Networks

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

SimulatedRadarWaveformGenerator

A software tool that generates simulated radar signals and creates RF datasets for developing and testing machine/deep learning detection algorithms.

tagger

Deep Unsupervised Perceptual Grouping

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

tfkaldi

Speech recognition software where the neural net is trained with TensorFlow and GMM training and decoding is done in Kaldi

Traffic-Sign-Classifier