Real-Time Live Speech-to-Text - Streaming ASR Gradio App with Hugging Face Tutorial
1littlecoder via YouTube
Google Data Analytics, IBM AI & Meta Marketing — All in One Subscription
2,000+ Free Courses with Certificates: Coding, AI, SQL, and More
Overview
Google, IBM & Meta Certificates — All 10,000+ Courses at 40% Off
One annual plan covers every course and certificate on Coursera. 40% off for a limited time.
Get Full Access
Build a real-time automatic speech recognition system using Facebook's Wav2Vec2 deep learning model in this applied NLP tutorial. Learn to implement Hugging Face Transformers Pipeline for audio-to-text conversion and create a Python web app with Gradio for live audio transcription. Explore pipeline setup, UI interface components, and state management. Access the provided Colab notebook for hands-on practice and discover related resources, including a guide on deploying Gradio ML apps on Hugging Face Spaces and a detailed blog post on real-time speech recognition. Enhance your NLP skills with additional tutorials, such as YouTube video transcript summarization using Hugging Face Transformers.
Syllabus
Introduction
Pipeline
UI
Interface Components
State
Taught by
1littlecoder