Educational
Harnessing Wav2Vec2 for Speech Recognition

Harnessing Wav2Vec2 for Speech Recognition

If you're venturing into the world of automatic speech recognition (ASR), you've probably encountered the term Wav2Vec2. This powerful tool provided by Hugging Face's Transformers library allows us to turn audio into text. In this guide, we’ll take a step-by-step...

How to Build a Question Answering Model Using DistilBERT

How to Build a Question Answering Model Using DistilBERT

Welcome to your step-by-step guide on creating a state-of-the-art question answering model powered by DistilBERT! In this article, we will walk through the process of fine-tuning a pre-trained DistilBERT model on the SQuAD2.0 dataset and a custom Question Answering...

How to Use HaT5 (T5-base) for Hate Speech Detection

How to Use HaT5 (T5-base) for Hate Speech Detection

In today's digital age, the ability to identify hate speech quickly and accurately is crucial. Enter HaT5, a fine-tuned model of T5 (base), adept at classifying Tweets into hate/offensive (0) or not (1). In this article, we will explore how to use the HaT5 model for...

How to Create Your Own Guided Text Generation Model

How to Create Your Own Guided Text Generation Model

In this guide, we’ll walk through the fascinating world of guided text generation, specifically tailored to mirror the structure and creativity we see in SCP entries. Our aim is to develop a model similar to GPT-3 but specifically for generating content like "This SCP...

How to Request Access to the MikaelHFlux Sanna Marin Model

How to Request Access to the MikaelHFlux Sanna Marin Model

In the ever-evolving world of artificial intelligence, accessing specific models can sometimes feel like navigating through a labyrinth. One such model is the MikaelHFlux Sanna Marin, which has restricted access. If you find yourself in need of this particular model...

Punctuator for Simplified Chinese: Adding Clarity to Text

Punctuator for Simplified Chinese: Adding Clarity to Text

Welcome to our guide on utilizing a cutting-edge model designed for adding punctuation to plain text in Simplified Chinese. This model, fine-tuned based on DistilBertForTokenClassification, aims to enhance the readability of text by automatically introducing the...

WhisperX: Enhancing Automatic Speech Recognition

WhisperX: Enhancing Automatic Speech Recognition

What is WhisperX? WhisperX is a groundbreaking tool for automatic speech recognition (ASR) that provides improved timestamp accuracy and speaker diarization. Its impressive capabilities allow users to transcribe speech in real-time at an astounding speed of 70x,...

The MelGAN Vocoder for StyleSpeech: An In-Depth Guide

The MelGAN Vocoder for StyleSpeech: An In-Depth Guide

Welcome to our exploration of the MelGAN vocoder, a powerful tool in the realm of text-to-speech synthesis, particularly when paired with the StyleSpeech model. Let’s delve into how to harness the capabilities of the MelGAN vocoder to create high-quality audio outputs...