Aman Gaurav's repositories
nlp_course
YSDA course in Natural Language Processing
Arithmatic-word-problem-solver--NLP
The project utilizes a Transformer model and T5 Tokenizer to translate English text representing arithmetic word problems into corresponding arithmetic expressions.
Attention-based-End-to-End-Speech-to-Text
This Homework is about to built attention based deep neural network for speech to text
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
CrackingMachineLearningInterview
A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews
cs-552-modern-nlp-spring-2023
Repository for https://nlp.epfl.ch/cs-552-modern-nlp/
Data-Science-EBooks
Data Science E-books, Interview Resources and Cheat-sheets
Debunking-Fake-News-and-False-Claims
In this project, we strive to reproduce the results of the paper https://arxiv.org/pdf/1809.06416.pdf (DeClarE: Debunking Fake News and False Claims) using Evidence-Aware Deep Learning.
Face-recognition-using-CNN
Implemented custom version of ResNet architectures for Face classification and verification tasks. • Optimized performance using CrossEntropy for classification and center loss for verification task, outperforming other methods.
Graph-Signal-Processing
Repository for code, Course: A Network Tour of Data Science (online course)
Sentiment-Classification
Leveraged various approaches including Deep Averaging Network, BiLSTM and Transformer (Encoder) model for sentiment classification tasks on IMDB Movie Dataset. • Achieved Peak accuracy of 91.2% using Transformer (Encoder) model.
Utterance-speech--to-Phoneme-Mapping
Developed a model for predicting phonemes in speech utterances with unaligned phoneme labels. • Used beam search for decoding the prediction and evaluated performance using character-level string edit distance.
howl
Wake word detection modeling toolkit for Firefox Voice, supporting open datasets like Speech Commands and Common Voice.
LLM-Research
A list of LLM related papers, thesis, tutorials, tools, datasets, courses, open source models, benchmarks
machine-learning-exams
This repository contains links to machine learning exams, homework assignments, and exercises that can help you test your understanding.
master-thesis-STT
How does a pre-trained speech model fine-tuned on prepared speech behave differently compared to a model that is fine-tuned on spontaneous speech?
Matrix_Theory_course
This repository contains the notebooks for the exercises sessions of the course Matrix Theory
Modern-NLP-Course
Repository contain exercises with solution for course Modern NLP
NLP-Projects-NHV
NLP Projects playlist
Python
This repository helps you understand python from the scratch.
tensorflow_tutorial
This tutorial was designed for easily diving into TensorFlow, through examples. For readability, it includes both notebooks and source codes with explanation.