Speech Recognition Basics with AI Foundations

Ever wondered how voice assistants and transcription services understand human speech? This course demystifies the core principles behind speech recognition, equipping you with foundational knowledge. Upon completing this course, you will gain a clear understanding of how human speech is processed and transformed into actionable data, enabling you to build and analyze basic speech recognition systems. What you'll learn: Understand the fundamental acoustics of speech and sound waves. Learn to capture, digitize, and preprocess audio signals for analysis. Apply key speech feature extraction techniques like MFCCs and spectrograms. Explore foundational concepts behind acoustic and language modeling. Build a simple speech recognition pipeline from scratch. Understand basic evaluation metrics for speech recognition systems. Grasp the principles of modern end-to-end speech recognition architectures. The course guides you from the basics of sound and digital audio, through essential speech feature extraction, and into the construction of a foundational speech recognition pipeline. This course is ideal for beginners eager to understand the mechanics of speech technology, with no prior experience in speech recognition or advanced programming required. Begin your journey into the fascinating world of speech recognition and AI today.