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

Evolution of Cooperative Problem Solving in an Artificial Economy

Explore the flaws in rational actor models and their real-world implications in artificial economies through cooperative problem-solving evolution.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Emergence and Reasoning in Large Language Models

Explore emergence and reasoning in large language models with Google researcher Jason Wei, delving into self-supervised statistical models and their implications.

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

Advances in Machine Translation and Language Understanding - 2013

Explore cutting-edge advancements in machine translation and language understanding with insights from Chris Callison-Burch's seminar at Johns Hopkins University's CLSP.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

OpenFst: A General and Efficient Weighted Finite-State Transducer Library - 2007

Explore OpenFst, an open-source library for weighted finite-state transducers. Learn about its efficient representations, operations, and applications in speech, image, and natural language processing.

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

Probabilities and Language Models - 2009

Explore probabilistic language modeling techniques and their applications in natural language processing with expert insights from Jason Eisner.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Name That Tune: Finding a Song from a Sung Query

Explore techniques for music retrieval using Query by Humming, including string-alignment algorithms and hidden Markov models. Compare approaches and their effectiveness in finding songs from sung queries.

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

Pursuit of Low-dimensional Structures in High-dimensional Data - 2013

Explore techniques for extracting low-dimensional structures from high-dimensional data, with applications in computer vision, image processing, and pattern recognition. Learn about convex optimization and regularization methods.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Speech Recognition on Machines: The Future

Explore the future of machine-based speech recognition with expert Bishnu S Atal, delving into cutting-edge developments and potential applications.

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

New Directions in Robust Automatic Speech Recognition - 2005

Explore robust speech recognition techniques, from classical approaches to modern methods addressing complex acoustic environments and non-stationary noise challenges.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Making Computers Good Listeners

Explore advanced machine learning techniques for speech and language processing, focusing on novel algorithms that outperform traditional methods in phoneme recognition and voice onset time measurement.

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

Ocelot: A System for Summarizing Web Pages

Explore OCELOT, a prototype system for automatically generating web page summaries using non-extractive techniques and probabilistic models trained on human-summarized data.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Language Engineering for Students and Professionals - Integrating Research and Education

Explore language engineering integration in research and education at CLSP's Workshop'99. Gain insights into bridging academic and professional perspectives in the field.

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

Multi-scale Analysis and Visualization of Pitch Structures in Music

Explore multi-scale analysis and visualization techniques for understanding pitch structures in music, presented by Elaine Chew from USC in 2005.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Effects of Sublexical Pattern Frequency on Production Accuracy in Young Children - Lecture

Explore how phoneme frequency and sequence patterns influence young children's speech production accuracy, with implications for phonological development and lexicon relationships.

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

Stuff I've Seen: A System for Personal Information Retrieval - 2013

Explore a unified system for personal information retrieval, leveraging contextual cues to easily find and re-use previously seen content across various digital formats.

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