Projects in Awesome Lists by desh2608
A curated list of projects in awesome lists by desh2608 .
https://github.com/desh2608/gss
A simple package for Guided source separation (GSS)
Last synced: 23 Apr 2025
https://github.com/desh2608/dover-lap
Python package for combining diarization system outputs.
diarization dover-lap ensemble-machine-learning
Last synced: 17 Mar 2025
https://github.com/desh2608/numerical-linear-algebra
Solutions to exercises in Numerical Linear Algebra by Trefethen and Bau.
Last synced: 18 Mar 2025
https://github.com/desh2608/diarizer
Clustering-based methods for overlapping diarization
Last synced: 22 Mar 2025
https://github.com/desh2608/gmm-hmm-asr
Python implementation of simple GMM and HMM models for isolated digit recognition.
Last synced: 22 Mar 2025
https://github.com/desh2608/crnn-relation-classification
Tensorflow implementation of the Convolutional Recurrent Neural Network model with max pooling and attentive pooling, for relation classification on biomedical text.
Last synced: 22 Mar 2025
https://github.com/desh2608/pytorch-tdnn
Pypi installable TDNN and TDNN-F layers for PyTorch based acoustic model training
Last synced: 22 Mar 2025
https://github.com/desh2608/dnn-hmm-asr
Hybrid DNN-HMM model for isolated digit recognition
Last synced: 23 Mar 2025
https://github.com/desh2608/spyder
Simple Python package for fast DER computation
Last synced: 17 Mar 2025
https://github.com/desh2608/attention_model_clinical_text
This code implements attention network on top of the CNN used in the paper titled "Relation extraction from clinical texts using domain invariant convolutional neural network" which was accepted in BioNLP at ACL-2016, Berlin, Germany
Last synced: 11 Apr 2025
https://github.com/desh2608/css
PyTorch implementation of Continuous Speech Separation
Last synced: 11 Apr 2025
https://github.com/desh2608/kaldi-noise-vectors
Implementation of different noise embeddings for noise aware training of Kaldi acoustic models.
Last synced: 11 Apr 2025
https://github.com/desh2608/alignment_restricted_transducer
An implementation of AR-RNNT loss as proposed in this paper: https://arxiv.org/abs/2011.03072
Last synced: 18 Mar 2025
https://github.com/desh2608/gerrymandering
Course project for EN 553.732 Bayesian Statistics. We look at politicial gerrymandering of the 2016 Presidential election results in the state of Ohio from a Bayesian perspective.
Last synced: 11 Apr 2025
https://github.com/desh2608/beamformer
Souden MVDR beamformer on GPU with CuPy
Last synced: 18 Mar 2025
https://github.com/desh2608/itext
Simple, elegant text editor for Windows with Multiple Clipboard, Themes, Line Numbers.
Last synced: 18 Mar 2025
https://github.com/desh2608/queue-utils
Utility scripts to submit multi-GPU jobs on CLSP, COE, and MARCC
Last synced: 18 Mar 2025
https://github.com/desh2608/spatial-transformer-networks-experiments
Source codes and result data for the Spatial Transformer Networks project for "CS 574 Computer Vision using Machine Learning" course offered in the Fall 2016 semester at IIT Guwahati.
Last synced: 18 Mar 2025
https://github.com/desh2608/constrained-optimization
Python based implementations of some popular constrained optimization methods.
Last synced: 18 Mar 2025
https://github.com/desh2608/timetablegenerator
Automated Time Tabe Generator for CSE dept, IIT Guwahati
Last synced: 18 Mar 2025
https://github.com/desh2608/d-separation
Repository for implementing algorithm for determining d-separation in a DAG. Partial fulfilment of HW 1 for 601.676.
Last synced: 18 Mar 2025
https://github.com/desh2608/gaussianstructurelearning
Repository for Homework 3 of 601.676.
Last synced: 18 Mar 2025
https://github.com/desh2608/approxinference
Using PyStan for approximate inference on given data. Homework 2 for 601.676.
Last synced: 18 Mar 2025
https://github.com/desh2608/streaming_wer
CUDA implementation of Streaming WER metric
Last synced: 18 Mar 2025