Hi there 馃憢

my development journal that I somewhat update

Translating youtube into text in seconds with whisper.cpp

Introduction In today鈥檚 digital age, multimedia content is ubiquitous, and extracting valuable insights from such content has become increasingly important. One way to achieve this is by converting speech in videos into text, enabling easy analysis and accessibility. In this blog post, I鈥檒l walk you through the process of creating a Go application that leverages the power of Whisper.cpp, a machine learning model for speech-to-text conversion, to extract text from YouTube videos....

August 9, 2023 路 3 min 路 544 words 路 Me

Revolutionizing Machine Learning in the Browser: Harnessing the Power of WEBGPU

In recent years, the field of machine learning has seen remarkable advancements, enabling us to build complex and accurate models. However, running these models often requires significant computational resources and specialized hardware. Enter the WEBGPU backend, a groundbreaking development that allows machine learning models to be exported and run directly in the browser. In this blog post, I will share my experience implementing the WEBGPU backend in a machine learning framework and demonstrate the exceptional speed and efficiency achieved by running an EfficientNet model in the browser....

July 12, 2023 路 3 min 路 476 words 路 Me