Speech Recognition Courses and Certifications

Center for Language & Speech Processing(CLSP), JHU

Applications of Weighted Finite State Transducers in a Speech Recognition Toolkit

Explore weighted finite state transducers and their practical applications in building speech recognition systems with expert insights from Microsoft Research.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Machine Recognition of Speech

Explore machine recognition of speech technology and its applications in this comprehensive lecture by Brian Kingsbury from Johns Hopkins University's CLSP.

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

Center for Language & Speech Processing(CLSP), JHU

An Interactive Lecture-Demonstration of Human Assisted Speech Recognition

Explore human-assisted speech processing through interactive demonstrations by DoD/NIST experts, covering practical applications and methodologies.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Overview of Speech Recognition

Discover the fundamentals of speech recognition technology and its core principles in this comprehensive overview from Johns Hopkins University's CLSP.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Perturbation-Correlation to Measure the Relative Importance of Frequency Bands in Speech Recognition

Explore how perturbation-correlation methods reveal which frequency bands are most crucial for speech recognition and intelligibility across different acoustic environments.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Sequence Kernels for Speaker and Speech Recognition

Explore sequence kernels for speaker and speech recognition with Cambridge University's Mark Gales in this technical seminar covering advanced machine learning approaches.

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

Center for Language & Speech Processing(CLSP), JHU

Speech Recognition

Explore speech recognition fundamentals and techniques with expert insights from Johns Hopkins University's language processing center.

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

Center for Language & Speech Processing(CLSP), JHU

A Problem in Speech Recognition Research with Examples from Astronomy

Explore speech recognition challenges through astronomical applications and research methodologies in this technical seminar.

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

Eran Feit

Audio Classification with Transformers - Speech Commands Recognition and Real-Time Speech-to-Text

Master audio classification with Wav2Vec2 transformers to build a real-time speech command recognition system that identifies spoken words like "up," "down," "left," and "right."

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

Center for Language & Speech Processing(CLSP), JHU

Some Adventures in the Use of Speech Recognition in Smart Products

Explore innovative applications of speech recognition technology in smart product development through real-world adventures and practical implementations.

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

Center for Language & Speech Processing(CLSP), JHU

Language Independent and Language Adaptive Speech Recognition

Discover language-independent speech recognition techniques and adaptive systems that work across multiple languages without language-specific training.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Recognition and Organization of Speech and Audio - A Program and Some Projects

Explore speech and audio recognition techniques and organizational methods through Dan Ellis's research program and project demonstrations.

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

Center for Language & Speech Processing(CLSP), JHU

Speech Recognition on Machines - The Future

Explore the future of machine speech recognition technology through insights from pioneering researcher Bishnu S Atal in this foundational 1996 lecture.

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

Center for Language & Speech Processing(CLSP), JHU

Learning and Training in Automatic Speech Recognition

Explore advanced automatic speech recognition learning and training methodologies from Johns Hopkins University's language processing experts.

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

Center for Language & Speech Processing(CLSP), JHU

Building Speech Recognition Systems

Discover how to build speech recognition systems through practical implementation techniques and core algorithmic approaches in this technical workshop.

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