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45 posts

Automatic Speech Recognition using Whisper

Last Updated: 28 April 2025

Automatic Speech Recognition (ASR) can be simplified as artificial intelligence transforming spoken language into text. Its historical journey dates back to a time when de...read more

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Machine Translation with Transformer in Python

Last Updated: 29 May 2025

Machine translation means converting text from one language into another. Tools like Google Translate use this technology. Many translation systems use transformer models ...read more

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Automatic Speech Recognition using CTC

Last Updated: 29 August 2024

We use speeches to express ourselves. But sometimes it is crucial to store our speech in text format. One such technology is Automatic Speech Recognition which converts sp...read more

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Geeks Premier League

Geeks Premier League 2023

Transformer XL: Beyond a Fixed-Length Context

Last Updated: 14 December 2023

Transformer XL is short for Transformer Extra Long. The Transformer-XL model was introduced in the paper titled "Transformer-XL: Attentive Language Models Beyond a Fixed-L...read more

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Connectionist Temporal Classification

Last Updated: 27 December 2023

CTC is an algorithm employed for training deep neural networks in tasks like speech recognition and handwriting recognition, as well as other sequential problems where the...read more

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Geeks Premier League

Geeks Premier League 2023

Audio Classification using Transformers

Last Updated: 28 April 2025

Our daily life is full of different types of audio. The human brain can effectively classify different audio signals. But what about our machines? They can't even understa...read more

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Geeks Premier League

Geeks Premier League 2023

Build RAG pipeline using Open Source Large Language Models

Last Updated: 04 February 2024

In this article, we will implement Retrieval Augmented Generation aka RAG pipeline using Open-Source Large Language models with Langchain and HuggingFace. Open Source LLMs...read more

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Geeks Premier League

Geeks Premier League 2023

Text Preprocessing in NLP

Last Updated: 09 July 2025

Natural Language Processing (NLP) has advanced significantly and now plays an important role in multiple real-world applications like chatbots, search engines and sentimen...read more

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Audio Seq2Seq Model

Last Updated: 15 May 2024

The sequence-to-sequence model has gained a considerable amount of attention and interest in the past few years due to its remarkable capability to generate speech of exce...read more

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Data Science Blogathon 2024

Building a Rule-Based Chatbot with Natural Language Processing

Last Updated: 21 March 2025

A rule-based chatbot follows a set of predefined rules or patterns to match user input and generate an appropriate response. The chatbot can’t understand or process input ...read more

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AI-ML-DS With Python

Generating Music Using ABC Notation

Last Updated: 02 August 2024

Music generation involves creating musical compositions using various methods, including manual composition, algorithmic processes, and digital tools. ABC Notation is a te...read more

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AI-ML-DS With Python

Data Science Blogathon 2024

Sentiment Analysis of Restaurant Reviews - Machine Learning Project

Last Updated: 04 September 2024

Online reviews are essential in our decision-making process for choosing where to eat, what to buy, and which services to use. But how do businesses interpret the signific...read more

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AI-ML-DS With Python

Data Science Blogathon 2024

Text-to-Video Synthesis using HuggingFace Model

Last Updated: 26 June 2024

The emergence of deep learning has brought forward numerous innovations, particularly in natural language processing and computer vision. Recently, the synthesis of video ...read more

Computer Vision Projects

Artificial Intelligence

Data Science Blogathon 2024

Building a Text-Based Adventure Game with SpaCy: A Step-by-Step Tutorial

Last Updated: 28 May 2025

Text-based adventure games let players see stories by typing commands that influence the outcome. In this article we will build a simple game in Python where players navig...read more

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AI-ML-DS With Python

Sentiment Analysis on IMDB Movie Reviews

Last Updated: 12 June 2025

Sentiment Analysis is a Natural Language Processing (NLP) technique used to determine the emotional tone behind text. In this article, we will explore how sentiment analys...read more

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AI-ML-DS With Python