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

An Implementation of Sub-Space Model Based Automatic Speech Recognition - 2009

Explore advanced speech recognition techniques using sub-space models in this in-depth implementation guide from Johns Hopkins University's CLSP.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Recent Advances in Transition-Based Dependency Parsing - 2012

Explore recent developments in transition-based dependency parsing, including globally trained classifiers, non-projective tree coverage, and joint tagging and parsing models for improved accuracy and efficiency.

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

Probabilistic Linear Discriminant Analysis of i-Vector Posterior Distributions

Explore probabilistic linear discriminant analysis for i-vector posterior distributions in speaker recognition, enhancing understanding of advanced speech processing techniques.

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

Automatic Information and Language Processing: Rethinking Evaluation

Explore groundbreaking insights on evaluating automatic information and language processing systems, challenging conventional approaches and proposing innovative methodologies.

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

Emerging Tech Governance: Opportunities and Challenges of AI in Medicine

Explore ethical challenges and governance gaps in emerging technologies like AI in medicine, genetic engineering, and consumer neurotechnology.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

The Shoah Foundation's Archive: A 180 Terabyte Database for Teaching Tolerance

Explore a massive 180TB database of Holocaust survivor testimonies, learn about its creation, cataloging, and efforts to automate processes for wider educational use.

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

The HAIRCUT System for Cross-Language Information Retrieval - 2013

Explore cross-language information retrieval with the HAIRCUT system, focusing on innovative techniques for multilingual search and retrieval.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Automatic Speech Recognition - Lecture 2

Explore advanced concepts in automatic speech recognition, including acoustic modeling and feature extraction techniques.

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

An Overview and Challenges of Interactive HMI for Realizing Human-Like Interaction - 2024 JSALT

Explore interactive human-machine interfaces, their history, and recent advancements. Delve into HMI components, text-to-speech research, and future challenges in realizing human-like interactions.

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

Modeling Hierarchies of Sound for Audio Source Separation and Generation - 2024 JSALT

Explore hierarchical sound modeling for audio source separation and generation. Learn about extracting components, controlling models, detecting data memorization, and building interpretable controls.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Resource Demands and Sentence Complexity - 2003

Explore factors influencing sentence complexity, including integration distance and syntactic storage, through evidence from English, Japanese, and Chinese studies.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Enabling Space Science with Large Language Models

Explore NASA's use of Large Language Models for space science, including applications, challenges, and future potential in scientific discovery and space missions.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Towards Automatic Acquisition of Ontological Knowledge - 2004

Explore methods for extracting semantic relations between verbs and ontologizing lexical resources. Learn about VerbOcean and techniques for disambiguating grammatical templates in ontologies.

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

3D Human Body Modeling - From Basics to Advanced Techniques

Explore 3D human body modeling techniques, from basic 3D vision to advanced pose estimation and motion synthesis using LLMs, for applications in surveillance and human-computer interaction.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

Collection Fusion - 2009

Explore advanced techniques for merging and analyzing diverse data collections, enhancing information retrieval and data mining capabilities.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video