Center for Language & Speech Processing(CLSP), JHU Courses

Transcribing Speech for Language Processing

Discover speech transcription techniques for natural language processing applications with expert insights from University of Washington research.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Information Retrieval - Lecture I

Discover fundamental concepts of information retrieval systems, search algorithms, and document ranking techniques in this comprehensive academic lecture.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Recent Innovations in Dynamic Bayesian Networks for Automatic Speech Recognition

Explore cutting-edge Dynamic Bayesian Network innovations transforming automatic speech recognition systems and their practical applications.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Hidden Markov Models - Part 2

Delve into advanced Hidden Markov Models concepts and applications in this comprehensive workshop session from Johns Hopkins University's renowned summer program.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

Human Audition and Production in Speech Technology

Explore how human auditory and speech production systems inform modern speech technology development and applications.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Learning Probabilistic and Lexicalized Grammars for Natural Language Processing

Explore probabilistic and lexicalized grammar learning techniques for natural language processing applications and computational linguistics research.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Deep Learning with Multiplicative Interactions

Discover how multiplicative interactions enhance deep learning architectures through insights from pioneering AI researcher Geoffrey Hinton's seminal lecture.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

NLP Research for Commercial Development of Writing Evaluation Capabilities

Explore NLP research applications in automated writing evaluation systems and their commercial development challenges and opportunities.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Hierarchical Modeling and Prior Information - An Example from Toxicology

Explore hierarchical modeling techniques and prior information integration through a practical toxicology case study with renowned statistician Andrew Gelman.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Learning Constraint-Based Grammars from Representative Data

Discover how to learn constraint-based grammars from representative data in this computational linguistics seminar by Smaranda Muresan from UMD.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Distribution Field for Low-Level Vision

Discover distribution fields for low-level computer vision tasks through advanced mathematical frameworks and practical applications in visual processing.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Speech and Language Processing - Where Have We Been and Where Are We Going

Explore the evolution and future directions of speech and language processing with insights from AT&T Research Labs expert Ken Church.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Large Scale Music Identification Using Speech Algorithms

Discover how speech processing algorithms can be adapted for large-scale music identification systems in this technical seminar by Google's Pedro Moreno.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Temporal Dynamics and Information Retrieval

Explore temporal dynamics in information retrieval systems with Microsoft Research expert Susan Dumais in this comprehensive seminar from Johns Hopkins University.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Probabilistic Methods for Classification - Part 2

Explore advanced probabilistic classification techniques through practical applications and theoretical foundations in this comprehensive machine learning workshop.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video