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

JSALT 2025 Summer Workshop - Speech and Language Technology Research Opening Day

Explore cutting-edge speech and language technology research through team presentations covering multi-channel ASR, LLM role-playing agents, audio intelligence, and TTS systems.

• YouTube
• 3 hours 29 minutes
• Self-Paced
• Free Video

Information Retrieval 1

Explore fundamental concepts and techniques in information retrieval systems, covering search algorithms, indexing methods, and query processing in this comprehensive overview.

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

Machine Translation 1

Dive into foundational machine translation concepts and techniques through comprehensive coverage of statistical and neural approaches to automated language translation.

• YouTube
• 2 hours 55 minutes
• Self-Paced
• Free Video

NLP for Social Media

Explore advanced NLP techniques for analyzing social media data, covering text processing, sentiment analysis, and computational methods for understanding online communication patterns.

• YouTube
• 1 hour 51 minutes
• Self-Paced
• Free Video

Speaker Recognition and Diarization

Dive into advanced speaker recognition and diarization techniques through comprehensive technical training from Johns Hopkins University's language processing experts.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

Sign Language 1

Explore foundational concepts in sign language processing and computational linguistics through hands-on research methodologies and cutting-edge techniques.

• YouTube
• 2 hours 48 minutes
• Self-Paced
• Free Video

Large Language Models

Dive into large language models through comprehensive technical training covering architecture, training methods, and practical applications in this intensive summer school program.

• YouTube
• 2 hours 38 minutes
• Self-Paced
• Free Video

Computer Vision

Dive into computer vision fundamentals and advanced techniques through comprehensive lectures from Johns Hopkins University's renowned summer school program.

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

Neural Audio Compression and Language Modeling

Explore neural audio compression techniques and language modeling approaches for advanced speech and audio processing applications.

• YouTube
• 2 hours 44 minutes
• Self-Paced
• Free Video

Automatic Speech Recognition

Dive into automatic speech recognition fundamentals and advanced techniques through comprehensive lectures from Johns Hopkins University's renowned CLSP program.

• YouTube
• 2 hours 46 minutes
• Self-Paced
• Free Video

Astronomy Large Language Model

Explore how large language models are revolutionizing astronomical research and data analysis in this specialized summer school session from Johns Hopkins University.

• YouTube
• 2 hours 9 minutes
• Self-Paced
• Free Video

Managing an ASR Project - From Data to Delivery

Explore practical ASR deployment challenges from data collection to model training, covering privacy, low-resource languages, streaming systems, and scalability decisions.

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

Managing an ASR Project - From Data to Delivery

Discover practical strategies for managing ASR projects from initial data collection through final deployment and delivery in this comprehensive workshop.

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

From GMMs to Neural Networks - Speech Recognition Development - Day 1 Morning

Explore the evolution of speech recognition from traditional HMM/GMM systems to modern neural networks with expert Petr Schwarz in this comprehensive JSALT tutorial.

• YouTube
• 2 hours 22 minutes
• Self-Paced
• Free Video

Automatic Speech Recognition - From GMMs to Neural Networks - Day 1 Morning

Explore the evolution of automatic speech recognition from Gaussian Mixture Models to modern neural networks through comprehensive lecture slides by Petr Schwarz.

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