Speech Recognition Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Sequence Kernels for Speaker and Speech Recognition

Explore sequence kernels for speaker and speech recognition, focusing on generative kernels and their applications in feature extraction and classification using HMMs, GMMs, and SVMs.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Speech Recognition - 2000

Explore fundamental concepts and techniques of speech recognition, including acoustic modeling, language modeling, and decoding algorithms.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Target-Speaker Methods for Speech Recognition - Overlapping Speech Solutions

Explore advanced techniques for multi-talker ASR, including GPU-accelerated processing, wake-word leveraging, and self-supervised models to improve speech recognition in challenging environments.

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

Center for Language & Speech Processing(CLSP), JHU

Visual Features for Context-Aware Speech Recognition - 2016

Explore visual features for context-aware speech recognition, improving transcription of consumer-generated multimedia content by adapting acoustic and language models to detected objects and scenes.

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

Center for Language & Speech Processing(CLSP), JHU

Zipf's Law Suggests a Three-Pronged Approach to Inclusive Speech Recognition

Explore Zipf's law in speech recognition, from frequent words to OOV challenges. Discover how power-law distributions impact language technologies and inclusive ASR development for diverse communities.

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

Center for Language & Speech Processing(CLSP), JHU

Robust Speech Recognition II - Day 7 Afternoon

Dive into advanced robust speech recognition techniques with expert slides covering cutting-edge methods for handling challenging acoustic conditions and improving system reliability.

• YouTube
• 4 hours 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Robust Speech Recognition II - Day 7 Afternoon

Master advanced target speaker ASR techniques with DiCoW method through hands-on lab sessions led by Brno University experts at JSALT 2025.

• YouTube
• 4 hours 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Robust Speech Recognition I - Day 7 Morning

Explore robust speech recognition techniques through expert slides from JSALT 2025, covering advanced methods for improving ASR system reliability and performance.

• YouTube
• 3 hours 59 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

From GMMs to Neural Networks - Speech Recognition Development - Day 1 Morning

Explore the evolution of speech recognition from traditional HMM/GMM systems to modern neural networks with expert Petr Schwarz in this comprehensive JSALT tutorial.

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

IEEE Signal Processing Society

The Cutting Edge of Speech Recognition

Discover the latest innovations in speech recognition technology and their transformative impact across industries through expert insights from leading researchers.

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

Center for Language & Speech Processing(CLSP), JHU

The Role of the Cochlea in Human Speech Recognition

Explore the intricate mechanisms of how the cochlea processes and enables human speech recognition, examining its fundamental role in auditory perception and language comprehension.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

The Role of the Cochlea in Human Speech Recognition

Explore how the cochlea processes sound waves to enable human speech recognition through detailed auditory system analysis and neural mechanisms.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Open Source Toolkit for Statistical Machine Translation and Articulatory Feature-based Speech Recognition - CLSP Summer Workshop 2006 Opening Day Presentations

Discover two cutting-edge research projects: open source statistical machine translation toolkit development and articulatory feature-based speech recognition systems.

• YouTube
• 1 hour 53 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Progress Toward the LIFEmeter - Epidemiology Meets Speech Recognition

Discover how epidemiology and speech recognition converge to develop the LIFEmeter, a groundbreaking tool for health assessment and monitoring.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Audio Visual Speech Recognition

Explore cutting-edge audio-visual speech recognition techniques through expert presentations from leading researchers in multimodal speech processing and recognition systems.

• YouTube
• 2 hours 31 minutes
• On-Demand
• Free Video