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Speech Recognition with Python (2024)
Published 12/2024
Created by 365 Careers
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 41 Lectures ( 3h 20m ) | Size: 2.1 GB
Master Speech Recognition with Python: From Fundamentals to Cutting-Edge AI Applications
What you'll learn
Fundamentals of Speech Recognition
Python for Speech Recognition
Audio Processing Techniques
Advanced AI Algorithms
Building Speech-to-Text Applications
Practical AI Applications
Text-to-Speech Implementation
Requirements
Basic Python Coding Skills
Basic Understanding of Machine Learning
Description
Take the Speech Recognition with Python course and step into the fascinating world of Speech Recognition. Gain the skills to transform spoken language into actionable insights - a crucial skill in the age of AI. This course is your gateway to mastering the technology behind virtual assistants, voice-activated systems, and automated transcription tools. Whether you're an aspiring AI engineer, data scientist, AI developer, or a professional looking to enhance their technical skill set, this course equips you with everything you need to excel in the speech recognition domain.What Will You Learn?The Foundations of Speech Recognition: Explore how audio is transformed into digital data, processed, and converted into text. Build a strong theoretical base, from acoustic modeling to advanced algorithms.Hands-On Python Projects: Use Python's robust libraries to process, visualize, and transcribe audio files. Learn both online and offline approaches for developing speech-to-text applications.Cutting-Edge Techniques: Dive into Hidden Markov Models, Neural Networks, and Transformers. Understand the mechanics behind modern speech recognition systems and discover how they power real-world applications.Practical Applications: Master the skills to build voice-activated assistants, enhance accessibility, and develop solutions for data-driven decision-making.Why Take This Course?Comprehensive Curriculum: Learn the end-to-end process of speech recognition-from theory to practical implementation-making complex topics accessible and engaging.Expert Instruction: Ivan, your instructor, is a seasoned sound engineer and data scientist passionate about AI. With years of experience in the media and film industries and expertise in AI, he brings a unique blend of creativity and technical insight.Real-World Applications: Understand how speech recognition powers tools like Siri, Google Assistant, and smart home devices, and learn to create similar innovations yourself.Interactive Learning: Follow along with engaging lessons, real-world examples, and practical exercises in Jupyter Notebook.Along the way, we demonstrate the use of the Librosa library, showing you how to perform essential audio processing tasks. You'll gain hands-on experience as you implement speech-to-text tools using cutting-edge AI models like OpenAI's Whisper and Google's Web Speech API with the Python SpeechRecognition library. Additionally, you'll explore the appropriate use of popular speech recognition toolkits like Assembly AI, Meta's Wav2Letter, and Mozilla DeepSpeech, considering accessibility and costs.What Sets This Course Apart?High-Quality Content: Professionally produced lectures with easy-to-follow explanations and animations.Practical Focus: Go beyond theory and build hands-on projects to cement your learning.AI Integration: Learn how speech recognition interacts with broader AI technologies, positioning you as a forward-thinking professional.Supportive Community: Access active Q&A support and a thriving learner community.Who Is This Course For?Data science and AI enthusiasts eager to explore speech recognition technology.Developers looking to integrate speech-to-text functionality into their applications.Professionals seeking to enhance accessibility or automate tasks with voice-driven solutions.Your Future AwaitsThe demand for speech recognition experts is skyrocketing as industries increasingly adopt AI-driven technologies. By enrolling in this course, you'll not only master a cutting-edge skill but also position yourself for success in a rapidly growing field.This course is backed by a 30-day full money-back guarantee. Take the first step toward a future of endless possibilities-click "Enroll Now" and start your journey into Speech Recognition with Python today!
Who this course is for
AI Engineers
AI Developers
Data Scientists
Tech Enthusiasts
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