muhdhuz
Scientist at the Agency for Science, Technology and Research, Singapore. Interested in using learning algorithms for audio applications.
Pinned Repositories
audio2spec
Scripts to convert audio files to spectrograms and back
audio_CNN
Generic convolutional neural network for audio classification with spectrograms
Audio_NeuralStyle
An implementation of Neural Style Transfer for Audio using Pytorch.
audioDataloader
A Pytorch dataloader class for raw audio data.
CodeSwitch_Text_Generator
An extension to the GCM toolkit to generate codeswitched text from monolingual text in two languages. Samples from Flores-200 are provided.
compareTF
Builds CNN model for classification task on ESC50 and UrbanSound8K using various time-frequency representations (ie. spectrograms) as input.
ESC50_multitask
Multitask learning experiment on ESC-50 dataset using Tensorflow
MTCRNN
Multi-tier conditioning RNN for audio texture generation.
NeuralNetwork_core
An implementation of neural network layers from scratch using Numpy.
PL_Binding
Deep learning model to predict the binding affinity of protein-ligand pairs given coordinate data
muhdhuz's Repositories
muhdhuz/Audio_NeuralStyle
An implementation of Neural Style Transfer for Audio using Pytorch.
muhdhuz/audio2spec
Scripts to convert audio files to spectrograms and back
muhdhuz/MTCRNN
Multi-tier conditioning RNN for audio texture generation.
muhdhuz/audioDataloader
A Pytorch dataloader class for raw audio data.
muhdhuz/PL_Binding
Deep learning model to predict the binding affinity of protein-ligand pairs given coordinate data
muhdhuz/compareTF
Builds CNN model for classification task on ESC50 and UrbanSound8K using various time-frequency representations (ie. spectrograms) as input.
muhdhuz/audio_CNN
Generic convolutional neural network for audio classification with spectrograms
muhdhuz/CodeSwitch_Text_Generator
An extension to the GCM toolkit to generate codeswitched text from monolingual text in two languages. Samples from Flores-200 are provided.
muhdhuz/ESC50_multitask
Multitask learning experiment on ESC-50 dataset using Tensorflow
muhdhuz/NeuralNetwork_core
An implementation of neural network layers from scratch using Numpy.
muhdhuz/paramManager
A library class for managing json parameter files.
muhdhuz/RNNControl
A testbed to investigate the effects of conditioning parameters on a recurrent neural network.
muhdhuz/useful_scripts
For useful scripts/functions/recipes/algorithms
muhdhuz/VQ-VAE
Minimalist implementation of VQ-VAE in Pytorch