Hemant Yadav's repositories
NLP_LECTURE
Assignments done by me for the NLP course (CSE556 ) at IIITD.
Robust_ASR
Robust_ASR
adl1995.github.io
Personal blog.
AdvancedOptML
CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning
example2l
Creating a 2 layer neural network from scratch using Numpy.
allosaurus
Allosaurus is a pretrained universal phone recognizer for more than 2000 languages
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
DeepLearningExamples
Deep Learning Examples
dimensions
*_*
espnet
End-to-End Speech Processing Toolkit
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
flashlight
A C++ standalone library for machine learning
hubert_cluster
hubert_cluster
IndicWav2Vec
Pretraining, fine-tuning and evaluation scripts for Indic-Wav2Vec2
ivy
The Unified Machine Learning Framework
libri-light
dataset for lightly supervised training using the librivox audio book recordings. https://librivox.org/.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
ml-with-audio
HF's ML for Audio study group
pyctcdecode
A fast and lightweight python-based CTC beam search decoder for speech recognition.
pytorch-original-transformer
My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit
speechbrain
A PyTorch-based Speech Toolkit
UniSpeech
UniSpeech - Large Scale Self-Supervised Learning for Speech
what-is
Important concepts in numerical analysis and related areas