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

Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing

1 rating

Discover how Condition-Aware Self-Supervised Learning Representation enhances speech processing through dynamic language and speaker embeddings, improving performance across multiple speech-related tasks.

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

Multi-scale Analysis and Visualization of Pitch Structures in Music

1 rating

Explore multi-scale analysis techniques for visualizing pitch structures in musical compositions through computational methods and data representation.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Direct Models for Word Alignment and Machine Translation - Arabic to English

1 rating

Explore direct models for word alignment and machine translation, focusing on Arabic-English applications. Learn about supervised training, improved alignments, and recent advancements in the field.

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

Beyond Human Preferences: Using Human Goals to Guide AI Towards Complementary AI

Explore how human goals, rather than preferences, can guide AI development towards complementary intelligence, focusing on hypothesis generation and case-based explanations for decision-making support.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Trustworthy LLMs - Mitigating Issues in Social Bias, Safety and Reliability

Explore critical approaches to auditing and mitigating biases in large language models, focusing on accountability, fairness, and ethical deployment for positive societal impact.

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

Differentiable Modeling for Machine Learning

Explore differentiable forward modeling techniques that integrate scientific knowledge with deep learning for sparse data domains and inverse problem solving.

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

Differentiable Modeling for Machine Learning

Explore differentiable forward modeling in machine learning, combining scientific knowledge with deep learning for sparse data domains like computer graphics and acoustics.

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

Large Concept Model - Beyond Token-Based LLMs

Discover Large Concept Models that transcend token-based LLMs through multimodal reasoning, hierarchical processing, and zero-shot multilingual capabilities in this Meta AI research presentation.

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

Synthetic Dialogue Generation with Role-Playing LLMs II - Day 9 Afternoon

Explore advanced techniques for generating synthetic dialogues using role-playing LLMs, covering mechanistic interpretability, multi-agent configurations, and persona-based setups.

• YouTube
• 3 hours 58 minutes
• Self-Paced
• Free Video

Synthetic Dialogue Generation with Role-Playing LLMs II - Day 9 Afternoon

Explore advanced techniques for creating synthetic dialogues using role-playing large language models in this comprehensive tutorial continuation.

• YouTube
• 3 hours 58 minutes
• Self-Paced
• Free Video

Synthetic Dialogue Generation with Role-Playing LLMs - Day 9 Morning

Explore synthetic dialogue generation using role-playing LLMs and mechanistic interpretability techniques for advanced AI understanding and multi-agent configurations.

• YouTube
• 2 hours 58 minutes
• Self-Paced
• Free Video

Synthetic Dialogue Generation with Role-Playing LLMs I - Day 9

Explore synthetic dialogue generation techniques using role-playing large language models through comprehensive lecture slides from leading researchers.

• YouTube
• 2 hours 58 minutes
• Self-Paced
• Free Video

Speech Processing for Low Resource Scenarios with SpeechBrain II

Explore advanced speech processing techniques for low-resource languages using SpeechBrain in this comprehensive tutorial covering practical implementation strategies.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

Speech Processing for Low Resource Scenarios with SpeechBrain - Day 8 Afternoon

Dive into advanced speech processing techniques for low-resource languages using SpeechBrain in this hands-on lab session with expert Dr. Salima Mdhaffar.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

Speech Processing for Low Resource Scenarios I - Day 8 Morning

Explore speech semantic tasks and text-to-speech systems for low-resource languages with expert Dr. Salima Mdhaffar from Avignon University in this comprehensive tutorial session.

• YouTube
• 2 hours 26 minutes
• Self-Paced
• Free Video