Syntactic Language Modeling for Machine Translation and Speech-Repair Detection - 2005
Explore syntactic language modeling techniques for improving machine translation and detecting speech repairs in natural language processing.
Tutorial on Hidden Markov Models - Part 2
Explore advanced concepts of Hidden Markov Models, including applications and algorithms, in this in-depth continuation of Jason Eisner's tutorial series.
Challenges and Advancements in Speaker Diarization and Recognition for Naturalistic Data
Explore advancements in speech technology for analyzing human interactions, focusing on child learning spaces and NASA APOLLO missions. Gain insights into ML-based audio processing and diarization techniques.
Visual Features for Context-Aware Speech Recognition - 2016
Explore visual features for context-aware speech recognition, improving transcription of consumer-generated multimedia content by adapting acoustic and language models to detected objects and scenes.
Improving Conversational Interactions through Visually Situated Context
Explore how visual context enhances conversational AI accuracy. Learn about augmentation strategies, grounding techniques, and recent advancements in language models for more effective human-machine interactions.
Top-Down Auditory Processing and Why Yahoo Cares - 2008
Explore top-down auditory processing, its importance in noisy environments, and applications in internet data analysis. Gain insights from visual and auditory perception examples.
Integrating Evidence Over Time: Conditional Models for Speech and Audio Processing
Explore conditional random fields for speech recognition and auditory scene analysis, integrating local acoustic evidence over time sequences to improve event detection and classification.
Speech, Language, and Machine Learning
Explore speech, language, and machine learning concepts with Jeff A. Bilmes from the University of Washington in this comprehensive lecture.
UBM-based Acoustic Modeling for ASR - 2009
Explore advanced UBM-based acoustic modeling techniques for automatic speech recognition, enhancing ASR system performance and accuracy.
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.
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.
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.
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.
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.
AI-900 Study Guide: Non-Generative AI Fundamentals - Lecture 1
Explore AI fundamentals, machine learning, deep learning, and Azure's AI services. Master key concepts and prepare for the AI-900 exam with practical insights and exam tips.
Technology and Business of Smart Speakers
Explore the technology pipeline and business opportunities of smart speakers from manufacturer and developer perspectives, including revenue generation strategies.
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.
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.
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.
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.