Empowering Responsible Use of Large Language Models
Explore watermarking techniques for text and models to identify AI-generated content and protect LLM intellectual property. Learn theoretical foundations and empirical evidence for responsible AI use.
Large Scale Universal Speech Generative Models
Explore cutting-edge speech generative models, including Voicebox, and their applications in multilingual TTS, style conversion, and content editing. Learn about scalable approaches for audio AI.
Peer-Reviewed Journal of AI-Agents: A Challenging LLM Competition - Lecture
Explore a challenging LLM competition for AI agents in this talk by Isabelle Guyon, discussing peer-reviewed journals and innovative approaches in the field.
Introduction to Artificial Neural Networks - JSALT 2023
Explore artificial neural networks: fundamentals, architectures, and applications in this comprehensive introduction from JSALT 2023 workshop.
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.
Probabilistic Models of Relational Domains
Explore probabilistic models for relational domains with Stanford's Daphne Koller, covering advanced techniques for representing and reasoning about complex, interconnected data structures.
CDG-Based Language Models - 2009
Explore context-dependent grammar-based language models and their applications in natural language processing and speech recognition.
Machine Learning - Finding Patterns in the World
Explore patterns in data using machine learning techniques. Gain insights into real-world applications and methodologies presented by a Johns Hopkins expert.
UBM-based Acoustic Modeling for ASR - 2009
Explore advanced UBM-based acoustic modeling techniques for automatic speech recognition, enhancing ASR system performance and accuracy.
Efficient Language Models - Tutorial
Explore efficient language model techniques with JHU researcher Tianjian Li, covering optimization strategies and cutting-edge approaches for improved NLP performance.
Speech Recognition - 2000
Explore fundamental concepts and techniques of speech recognition, including acoustic modeling, language modeling, and decoding algorithms.
Sequence Kernels for Speaker and Speech Recognition
Explore sequence kernels for speaker and speech recognition, focusing on generative kernels and their applications in feature extraction and classification using HMMs, GMMs, and SVMs.
AI and the Impending Revolution in Brain Sciences - 2002
Explore the synergy between AI and brain sciences, examining how AI architectures interpret brain activity data and how machine learning discovers patterns in neurological research.
Speech and Language Processing: Where Have We Been and Where Are We Going - 2003
Explore the past, present, and future of speech and language processing with insights on technological trends, data mining, and shifting priorities in the field.
3D Human Body Modeling - From Basics to Advanced Techniques
Explore 3D human body modeling techniques, from basic 3D vision to advanced pose estimation and motion synthesis using LLMs, for applications in surveillance and human-computer interaction.
Towards Automatic Acquisition of Ontological Knowledge - 2004
Explore methods for extracting semantic relations between verbs and ontologizing lexical resources. Learn about VerbOcean and techniques for disambiguating grammatical templates in ontologies.
An Overview and Challenges of Interactive HMI for Realizing Human-Like Interaction - 2024 JSALT
Explore interactive human-machine interfaces, their history, and recent advancements. Delve into HMI components, text-to-speech research, and future challenges in realizing human-like interactions.
Emerging Tech Governance: Opportunities and Challenges of AI in Medicine
Explore ethical challenges and governance gaps in emerging technologies like AI in medicine, genetic engineering, and consumer neurotechnology.
An Implementation of Sub-Space Model Based Automatic Speech Recognition - 2009
Explore advanced speech recognition techniques using sub-space models in this in-depth implementation guide from Johns Hopkins University's CLSP.
An Information State Approach to Collaborative Reference
Explore collaborative reference in dialogue systems using information state approaches. Gain insights into language processing and communication dynamics.
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.