Deep Learning

MANTIS [Multi-Architecture Neural Text Intelligence System] - A Named Entity Recognition (NER) and document type classification project that combines transformer-based models (BERT and T5)
MANTIS [Multi-Architecture Neural Text Intelligence System] - A Named Entity Recognition (NER) and document type classification project that combines transformer-based models (BERT and T5)

Jul 7, 2024

IPA2WAV - A deep learning-based text-to-speech synthesis system that converts International Phonetic Alphabet (IPA) symbols to speech
IPA2WAV - A deep learning-based text-to-speech synthesis system that converts International Phonetic Alphabet (IPA) symbols to speech

May 19, 2024

Grapheme-to-Phoneme Synthesis - An LSTM based model for machine translation applied to grapheme-to-phoneme synthesis.
Grapheme-to-Phoneme Synthesis - An LSTM based model for machine translation applied to grapheme-to-phoneme synthesis.

Apr 13, 2024

Intellidoc - An advanced document classification algorithm using Large Language Models (LLMs).
Intellidoc - An advanced document classification algorithm using Large Language Models (LLMs).

Feb 3, 2024

Transformer from scratch - Implementation of the Transformer model from scratch in pytorch
Transformer from scratch - Implementation of the Transformer model from scratch in pytorch

Nov 21, 2023

Multi-Class Classification with a Neural Network on the Iris Dataset
Multi-Class Classification with a Neural Network on the Iris Dataset

Aug 15, 2023

📈 Multi-Class Classification with a Neural Network on the Iris Dataset
📈 Multi-Class Classification with a Neural Network on the Iris Dataset

This post will cover the process of building a neural network to classify different species of Iris flowers using the Iris dataset. The key steps include data exploration, preprocessing, model architecture, and model evaluation.

Aug 15, 2023

Exploratory Data Analysis in Machine Learning
Exploratory Data Analysis in Machine Learning

Jul 29, 2023

📈 Exploratory Data Analysis on the problem of "Predicting Passenger Transportation on the Spaceship Titanic"
📈 Exploratory Data Analysis on the problem of "Predicting Passenger Transportation on the Spaceship Titanic"

The project aims to predict whether passengers were transported on the Spaceship Titanic using machine learning techniques.

Jul 29, 2023

Agile MaryTTS Architecture for the Blizzard Challenge 2018
Agile MaryTTS Architecture for the Blizzard Challenge 2018

Jan 1, 2018