Reader small image

You're reading from  Data Labeling in Machine Learning with Python

Product typeBook
Published inJan 2024
PublisherPackt
ISBN-139781804610541
Edition1st Edition
Right arrow
Author (1)
Vijaya Kumar Suda
Vijaya Kumar Suda
author image
Vijaya Kumar Suda

Vijaya Kumar Suda is a seasoned data and AI professional boasting over two decades of expertise collaborating with global clients. Having resided and worked in diverse locations such as Switzerland, Belgium, Mexico, Bahrain, India, Canada, and the USA, Vijaya has successfully assisted customers spanning various industries. Currently serving as a senior data and AI consultant at Microsoft, he is instrumental in guiding industry partners through their digital transformation endeavors using cutting-edge cloud technologies and AI capabilities. His proficiency encompasses architecture, data engineering, machine learning, generative AI, and cloud solutions.
Read more about Vijaya Kumar Suda

Right arrow

Technical requirements

We are going to install the following Python libraries.

openai-whisper is the Python library provided by OpenAI, offering access to the powerful Whisper Automatic Speech Recognition (ASR) model. It allows you to transcribe audio data with state-of-the-art accuracy:

%pip install openai-whisper

librosa is a Python package for music and audio analysis. It provides tools for various tasks, such as loading audio files, extracting features, and performing transformations, making it a valuable library for audio data processing:

%pip install librosa

pytube is a lightweight, dependency-free Python library for downloading YouTube videos. It simplifies the process of fetching video content from YouTube, making it suitable for various applications involving YouTube data:

%pip install pytube

transformers is a popular Python library developed by Hugging Face. It provides pre-trained models and various utilities for natural language processing (NLP) tasks...

lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Data Labeling in Machine Learning with Python
Published in: Jan 2024Publisher: PacktISBN-13: 9781804610541

Author (1)

author image
Vijaya Kumar Suda

Vijaya Kumar Suda is a seasoned data and AI professional boasting over two decades of expertise collaborating with global clients. Having resided and worked in diverse locations such as Switzerland, Belgium, Mexico, Bahrain, India, Canada, and the USA, Vijaya has successfully assisted customers spanning various industries. Currently serving as a senior data and AI consultant at Microsoft, he is instrumental in guiding industry partners through their digital transformation endeavors using cutting-edge cloud technologies and AI capabilities. His proficiency encompasses architecture, data engineering, machine learning, generative AI, and cloud solutions.
Read more about Vijaya Kumar Suda