idnavid
Machine learning and Data Science -- Part of my work involves "Statistical analysis and data reconfiguration" ;)
Pinned Repositories
dictionary_learning
Initial stages of project on sparse dictionary learning for fMRI data analysis
locateSpeaker
multi-microphone array distributed sound source localization with unknown number of speakers.
misc
py_vad_tool
python script for voice activity detection.
pyknograms
implementation of pyknogram extraction for co-channel speech analysis.
selectOrder_public
public version of selectOrder repository.
sparse_PCA
Sparse PCA algorithm with shared sparsity pattern across principal components.
speech_activity_detection
Unsupervised speech activity detection system.
spkr_diarization
Alveo Speaker Diarization project - Navid's version
supervised_ivectors
Using ASR posteriors instead of UBM posteriors to train i-vectors. Based on the idea proposed by Yun Lei et al., "A novel scheme for speaker recognition using a phonetically-aware deep neural network," ICASSP14
idnavid's Repositories
idnavid/py_vad_tool
python script for voice activity detection.
idnavid/speech_activity_detection
Unsupervised speech activity detection system.
idnavid/sparse_PCA
Sparse PCA algorithm with shared sparsity pattern across principal components.
idnavid/misc
idnavid/locateSpeaker
multi-microphone array distributed sound source localization with unknown number of speakers.
idnavid/pyknograms
implementation of pyknogram extraction for co-channel speech analysis.
idnavid/dictionary_learning
Initial stages of project on sparse dictionary learning for fMRI data analysis
idnavid/selectOrder_public
public version of selectOrder repository.
idnavid/spkr_diarization
Alveo Speaker Diarization project - Navid's version
idnavid/subspace_speechenhancement
Prototype python code for the analysis subspace methods for speech enhancement.
idnavid/phone_classification
Phone classification experiments on TIMIT - based on Alex Graves' PhD thesis (chapter 6)
idnavid/RBFadapt
Adaptive method to train RBFN
idnavid/sre2016
code used in the NIST SRE2016 challenge.
idnavid/alembic-kit
⚗️📦 Starter kit for Alembic, hosted on GitHub Pages, Netlify or anywhere you like
idnavid/databricks-terraform
TF scripts for Azure Databricks
idnavid/dissertation
dissertation LaTex files.
idnavid/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
idnavid/doa-tools
A set of MATLAB functions for direction-of-arrival (DOA) estimation in array signal processing.
idnavid/gh-actions-demo
demo repository to use github actions.
idnavid/GSPPCA
This R code implements the GSPPCA algorithm for high-dimensional unsupervised feature selection.
idnavid/idnavid.github.io
Pages
idnavid/kaldi-python
Python wrappers for Kaldi data
idnavid/MAST30034-wk4-NNs
Example code submission for MAST30034 Project 1
idnavid/mlsp2020.github.io
Project publish page
idnavid/mslp_2021
Draft website for MLSP 2021 (Melbourne)
idnavid/nipype
Workflows and interfaces for neuroimaging packages
idnavid/nirs_tools
NIRS data analysis toolkit (MATLAB).
idnavid/pybold
Semi-blind deconvolution for fMRI (BOLD signal)
idnavid/pyspark-examples
This repo is for the Linkedin Learning course: Apache PySpark by Example
idnavid/tf_dir
Collection of Tensor-flow sample scripts that have been tested on Melbourne Uni's Spartan.