Speech Recognition Courses and Certifications

Trelis Research

Align Audio and Text for Speech Recognition Model Training

Master audio-text alignment techniques for speech recognition training using CTC aligners, Viterbi processes, and Wave2Vec models to create clean datasets and avoid catastrophic forgetting.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Edureka Microcredential

Mastering AI: Neural Nets, Vision System, Speech Recognition

7 ratings at Coursera

Master essential AI concepts and practical skills in neural networks, computer vision, and speech recognition through hands-on projects and real-world applications using Python.

• Coursera
• 16 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Edureka

AI Applications: Computer Vision and Speech Recognition

Master computer vision and speech recognition through hands-on practice with OpenCV, audio processing, and real-world applications in image analysis, video processing, and speech waveform manipulation.

• Coursera
• 12 hours 50 minutes
• On-Demand
• Paid Course

SK AI SUMMIT 2024

Self-supervised Learning Based Multi-lingual E2E Speech Recognition

Discover how self-supervised learning revolutionizes multilingual speech recognition through SK Telecom's innovative approach using 500,000 hours of unlabeled data for enhanced accuracy and efficiency.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Giving Sight to Speech Models

Discover how Whisper-Flamingo integrates visual lip features into speech recognition models, improving performance in noisy conditions for both English recognition and multilingual translation.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Sequence Models

31231 ratings at Coursera

Master sequence models for NLP tasks, including RNNs, LSTMs, and transformers. Apply these techniques to speech recognition, language modeling, and machine translation.

• Coursera
• 1 day 13 hours 7 minutes
• On-Demand
• Paid Course

Stanford Seminar - Deep Learning in Speech Recognition

Explore deep learning's evolution and impact on speech recognition, from early AI to modern applications like Siri, covering key concepts, historical milestones, and practical implementations.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Online Course

Mozilla Hacks

Mozilla's DeepSpeech and Common Voice Projects - Open and Offline-Capable Voice Recognition

Explore Mozilla's DeepSpeech and Common Voice projects for open, offline voice recognition. Learn about data preparation, development, and multilingual support in this FOSDEM presentation.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Python Speech Recognition Tutorial – Full Course for Beginners

Implement speech recognition in Python through five hands-on projects, covering audio processing, sentiment analysis, podcast summarization, and real-time voice assistance.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video

1littlecoder

Multilingual Video Caption Generator with OpenAI Whisper - Full Tutorial

Learn to create a multilingual video subtitle generator using OpenAI Whisper, Python, and Gradio. Build, deploy, and use this free tool for automatic captioning in various languages.

• YouTube
• 24 minutes
• On-Demand
• Free Video

Prodramp

OpenAI Whisper - Translate and Transcribe Your Video and Audio at Command Line

Comprehensive walkthrough of OpenAI Whisper for multilingual speech recognition, translation, and transcription using command-line interface, with practical demonstrations across various audio formats.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Dan Vega

Voice Dictation for AI Productivity - A Guide to Efficient ChatGPT and Claude Interactions

Master voice dictation techniques to streamline AI interactions, boost productivity, and transform your workflow with ChatGPT and Claude. Learn setup, commands, and best practices for both Mac and Windows.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Discover AI

Creating Perfect YouTube Subtitles with Whisper Speech-to-Text AI

Learn how to create accurate multilingual YouTube subtitles using Whisper AI's speech-to-text technology, with step-by-step Python implementation and optional language fine-tuning capabilities.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

Transcribing Audio and Video Using Python and Whisper-MLX ASR

Learn to implement audio and video transcription using Python and Whisper-MLX ASR, featuring step-by-step guidance on installation, setup, and execution of the transcription process.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Weights & Biases

Explore Deep Learning - Transfer Learning, One-Shot Learning, Speech Recognition, and Neural Network Applications

Discover transfer learning, one-shot learning, speech recognition, and emotion classification through hands-on deep learning projects with CNNs and LSTMs.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video