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

Discriminative Classification with Incomplete Data - Lecture

Explore advanced discriminative classification techniques for structured data with missing information, focusing on maximum entropy principles and large margin methods for robust decision-making.

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

Deep Learning Interpretability and Explainability of Speech in a Clinical Context

Explore deep learning interpretability and explainability of speech in clinical settings, focusing on advanced techniques and their practical applications.

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

Explainability for Diarization - JSALT 2023 Team Presentation

Explore explainability techniques for speaker diarization in this JSALT 2023 presentation, focusing on innovative approaches and their practical applications.

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

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