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

CUR Matrix Decompositions for Improved Data Analysis

Discover CUR matrix decomposition techniques for enhanced data analysis and dimensionality reduction in large-scale datasets.

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

Maximum Entropy and Species Distribution Modeling

Discover how maximum entropy principles apply to predicting species distribution patterns and ecological modeling techniques in this Princeton lecture.

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

Modelling Human Syntax by Means of Probabilistic Dependency Grammars

Explore probabilistic dependency grammars for modeling human syntax with computational linguistics expert Matthias Buch-Kromann from Copenhagen Business School.

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

Diffusion Kernels on Graphs

Explore diffusion kernels on graphs and their mathematical foundations in this comprehensive lecture from Johns Hopkins University's Center for Language & Speech Processing.

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

Vocal Tract Modeling and Vocal Aging - Part 1 of 2

Explore vocal tract modeling and aging effects on speech production through advanced computational techniques and research findings.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

Parsing the Web - Large-Scale Syntactic Processing

Explore large-scale syntactic processing techniques for parsing web content in this Johns Hopkins workshop presentation on computational linguistics and natural language processing.

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

An Implementation of Sub-Space Model Based ASR - Workshop 2009

Discover advanced sub-space modeling techniques for automatic speech recognition systems through practical implementation strategies and research findings.

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

The Ratio Spectrum With Applications to Speech Processing

Explore the ratio spectrum technique and its practical applications in speech signal processing and analysis.

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

Is Sengwato a Possible Language?

Explore the linguistic analysis of Sengwato and its viability as a language through expert examination of phonological and structural patterns.

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

Probabilities and Language Models

Discover how probabilities power language models in this comprehensive exploration of statistical approaches to natural language processing and computational linguistics.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Context-Sensitivity and Stochastic Unification-Based Grammars

Explore context-sensitivity and stochastic unification-based grammars in computational linguistics through expert analysis and theoretical frameworks.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

Protein Folding and Parsing

Explore the fascinating intersection of computational linguistics and bioinformatics through protein folding analysis and parsing techniques.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Spoken Document Retrieval and Browsing

Explore advanced techniques for retrieving and browsing spoken documents using speech processing and information retrieval methods.

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

Online Large-Margin Training of Syntactic and Structural Translation Features

Discover online large-margin training methods for syntactic and structural features in machine translation systems.

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

Robust Speaker Identification

Explore robust speaker identification techniques and methodologies in this comprehensive workshop presentation from Johns Hopkins University's CLSP.

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