Lu Zhang's repositories
Auditory_model_based_MMSE_estimator
A denoising algorithm/ Speech Enhancement method
Cranberry
Implementation of "End-to-End Model for Speech Enhancement by Consistent Spectrogram Masking"
DCASE2017-baseline-system
DCASE 2017 Baseline system
dcase2017_task4_cvssp
code for our 1st prize system to win the DCASE2017 task4 challenge
deep_complex_networks
Implementation related to the Deep Complex Networks
deep_learning_based_speech_enhancement_keras_python
deep learning based speech enhancement using keras python, make it easy to use
DNN-for-speech-enhancement
DNN-for-speech-enhancement
DWPT-NMF
Applying discrete wavelet packet transform (DWPT) and nonnegative matrix factorization (NMF) analysis to speech enhancement tasks. Conventional speech enhancement system structure was performed to DWPT-NMF. Please referenced to "S. S. Wang et al., "Wavelet Speech Enhancement Based on Nonnegative Matrix Factorization," in IEEE Signal Processing Letters, vol. 23, no. 8, pp. 1101-1105, Aug. 2016."
mlss2018-madrid-gan
MLSS 2018 Madrid lecture materials on Generative Adversarial Networks (GANs)
rnnoise
Recurrent neural network for audio noise reduction
sed_eval
Evaluation toolbox for Sound Event Detection
SoundZone_Tools
Signal Processing Tools for MATLAB
source_separation
Audio Source Separation using Neural Networks
speech-enhancement-DNN
Use DNN to estimate the phase information of the speech in STFT filed to improve the speech quality and intelligibility.
TCN-TF
TensorFlow Implementation of TCN (Temporal Convolutional Networks)
Training-Targets-for-Speech-Separation-Neural-Networks
This is a project on working/resolving the speech separation problem using supervised learning on various training targets, building machine learning model using feed forward neural networks. Implementing metrics like STOI and PESQ for speech quality and interpretability metrics.
Weikun-Zhengshuang
over-the-air_speech_recogniztion_attack