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
cs-552-modern-nlp-spring-2023
Repository for https://nlp.epfl.ch/cs-552-modern-nlp/
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.
TOD-System-NLP
This Project is about to develop parsing model for TOD system that can accurately detect intent and do slot fullfilling
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.
Image-compression-using-GAN
In this Project we have developed image compression system using generative models
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
NLP-Resources
This Repository contain some tutorial - courses on NLP along with Notebook
Python
This repository helps you understand python from the scratch.
Python-Resources
Repository Contains several Bootcamp /tutorial and their notebook
tensorflow_tutorial
This tutorial was designed for easily diving into TensorFlow, through examples. For readability, it includes both notebooks and source codes with explanation.