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

BA-LR: Towards an Interpretable and Explainable Approach for Speaker Recognition

Explore interpretable and explainable approaches for speaker recognition, focusing on BA-LR methodology and its applications in audio analysis.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Explainability in Speech Processing: From Wishes to Practice

Explorez les méthodes d'explicabilité dans le traitement de la parole, de la théorie à la pratique, pour améliorer la compréhension et la fiabilité des systèmes vocaux.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

AI Systems Trustworthiness - JSALT 2023

Explore AI system trustworthiness with Olivier Galibert, examining key aspects and strategies for building reliable and ethical artificial intelligence.

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

Finite State Methods with Modern Neural Architectures for Speech Applications and Beyond

Explore finite state methods integrated with neural architectures for advanced speech applications and beyond in this comprehensive JSALT 2023 workshop.

• YouTube
• 2 hours 47 minutes
• Self-Paced
• Free Video

Multiclass Audio Segmentation in Broadcast Environments

Explore multiclass audio segmentation techniques for broadcast environments, focusing on cutting-edge approaches and practical applications.

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

Toward Length Extrapolatable Transformers

Explore innovative techniques for enhancing transformer models' ability to handle longer sequences, improving their performance and scalability in natural language processing tasks.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Text and Context in Natural Language Processing - JSALT 2023 Team Presentation

Explore text and context in language processing with Kenneth Church's JSALT 2023 team presentation, delving into cutting-edge research and insights.

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

Neural Conversational AI - JSALT 2023 Team Presentation

Explore cutting-edge neural conversational AI techniques in this comprehensive JSALT 2023 presentation, covering advanced topics and latest research in the field.

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

Machine Translation Performance Evaluation Based on DoD Standards - 2004

Explore machine translation evaluation methods based on DoD standards, focusing on performance metrics and assessment techniques for military applications.

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

Introduction to Artificial Neural Networks - JSALT 2023

Explore artificial neural networks: fundamentals, architectures, and applications in this comprehensive introduction from JSALT 2023 workshop.

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

Automatic Design of Conversational Models from Human-to-Human Conversation Observation - JSALT 2023

Design conversational models automatically by observing human-to-human interactions, exploring cutting-edge techniques in natural language processing and dialogue systems.

• YouTube
• 2 hours 35 minutes
• Self-Paced
• Free Video

Errors Made by Neural Generation Models and Their Causes

Explore types and causes of errors in neural generation models, focusing on their impact and potential solutions.

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

Data-Driven Speech and Language Technology: From Small to Large Language Models

Explore data-driven speech and language technology evolution, from small models to large language models, with insights from Hermann Ney.

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

Inequal by Design? How to Think Together About Gender Bias in Data

Explore gender bias in data design and its implications for equality, examining strategies to address and mitigate these biases in collaborative research and development.

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

Language Modeling and Context-Free Grammars

Explore language modeling and context-free grammars with Ryan Cotterell in this JSALT 2023 lecture, delving into advanced concepts in computational linguistics.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video