Jeonghwan Choi's repositories
audiosetdl
Scripts for downloading AudioSet
Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
beamforming
Matlab files for various types of beamforming
Beamforming-for-speech-enhancement
simple delaysum, MVDR and CGMM-MVDR
btk20_documentation
btk 2.0 documentation
cxxconvolver
A simple implementation of the overlap-save convolution method for multichannel audio streams
dataloaders
Pytorch and TensorFlow data loaders for several audio datasets
distant_speech_recognition
spatial signal processing toolkit a.k.a beamforming toolkit 2.0 (BTK2.0)
DOA
DOA
Dual_Channel_Beamformer_and_Postfilter
This project gives an example of dual microphone speech enhancement based on GSC beamformer and multiple channel postfilter.
easy-dsp
A browser based interface for real-time DSP on popular embedded platforms.
FRIDA
A high-resolution direction-of-arrival finding algorithm relying on finite rate of innovation sampling with a robust reconstruction algorithm.
keras-squeeze-excite-network
Implementation of Squeeze and Excitation Networks in Keras
Linear-DMA
Linear Differential Microphone Array Processing
listen-attend-and-spell
Tensorflow implementation of "Listen, Attend and Spell" authored by William Chan. This project utilizes input pipeline and estimator API of Tensorflow, which makes the training and evaluation truly end-to-end.
nara_wpe
Different implementations of "Weighted Prediction Error" for speech dereverberation
RA_SSL
It was published on ICRA 2018, "Reflection-aware sound source localization, An et al."
sed-crnn
Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection winning method.
source-separation-wavenet
A neural network for end-to-end music source separation
speech-to-text-wavenet
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
SpeechCmdRecognition
A neural attention model for speech command recognition
TasNet-tensorflow
A tensorflow implementation of TasNet (ICASSP 2018)
tensorflow-triplet-loss
Implementation of triplet loss in TensorFlow
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
unet
unet for image segmentation
VGGVox
VGGVox models for Speaker Identification and Verification trained on the VoxCeleb (1 & 2) datasets
vMF
Sampling from the von Mises - Fisher distribution