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

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

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

The World Is Worth How Many APIs? A Thought Experiment

Explore a thought experiment on the number of APIs needed for versatile AI agents in physical environments, using wikiHow tutorials to induce and analyze a rich action space.

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

Discriminative Training of Acoustic Models - From MPE to fMPE

Explore discriminative training techniques for acoustic models, focusing on MPE and fMPE approaches, with insights into feature-space transformation methods for speech recognition.

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

Generic Knowledge: Acquisition and Representation

Explore AI approaches to acquiring general world knowledge for language understanding and commonsense reasoning, including text-based methods and challenges in formalizing generalities.

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

Using Language Models for Instruction-Based Information Retrieval

Explore instruction-based information retrieval using language models. Learn about Promptriever, a new retriever showing significant gains in instruction following and promptability.

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

Takeaways from the SCALE 2024 Workshop on Video-based Event Retrieval

Explore multilingual event-centric video retrieval techniques, focusing on non-professional content. Learn about dataset creation, modality-specific improvements, and key findings in text extraction and fusion.

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

End-to-End Neural Speaker Diarization with Non-Autoregressive Attractors

Explore end-to-end neural speaker diarization with non-autoregressive attractors, improving robustness for real-life scenarios and handling variable speaker numbers in recordings.

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

Efficient Speech Processing

Explore cutting-edge research in speech recognition, generation, and privacy. Learn about self-training algorithms, error correction models, joint text-to-speech modeling, and privacy-preserving techniques in speech processing.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Extension is All You Need - But Sometimes Good Intentions Help Too

Explore innovative approaches to language extension and their impact on linguistic analysis, with insights on balancing intentions and outcomes.

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

OLMo: Accelerating the Science of Open Language Models

Explore OLMo, an open-source language model initiative, and its impact on accelerating research in natural language processing and machine learning.

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

A Feature-Based Model of Human Lexical Access - 2004

Explore a feature-based model of human lexical access, delving into the intricacies of language processing and speech recognition.

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

Towards Meaning: The Tectogrammatical Sentence Representation - 2001

Explore tectogrammatical sentence representation, a linguistic approach for analyzing sentence structure and meaning, presented by Jan Hajic in 2001.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Declarative Programming via a Relational Algebra - PhD Defense

Explore declarative programming through relational algebra in this PhD defense presentation, delving into advanced concepts and research findings.

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