Multimodal Machine Intelligence and Health
Explore multimodal machine intelligence applications in medical sciences and health research, addressing challenges in creating trustworthy, inclusive AI for clinical and quality of life domains.
On-Device Training and Transfer Learning - Lecture 15
Explore on-device training and transfer learning techniques, focusing on memory bottlenecks, efficient algorithms like TinyTL, and system support for optimized on-device training.
On-Device Training and Transfer Learning - Lecture 15
Explore on-device training and transfer learning techniques, focusing on memory bottlenecks, efficient algorithms like TinyTL, and system support for optimized on-device training.
TinyEngine - Efficient Training and Inference on Microcontrollers - Lecture 17
Explore TinyEngine library for efficient neural network training and inference on microcontrollers. Learn techniques to optimize deep learning for resource-constrained devices.
MCUNet: TinyML on Microcontrollers - Lecture 10
Explore MCUNet for TinyML on microcontrollers, covering efficient neural architecture design and deployment strategies for resource-constrained devices.
MCUNet: TinyML on Microcontrollers - Lecture 10
Explore MCUNet for TinyML on microcontrollers, covering efficient neural architecture design and deployment strategies for resource-constrained devices.
TinyEngine and Parallel Processing - Lecture 11
Explore TinyEngine and parallel processing techniques for efficient machine learning on resource-constrained devices, enhancing performance and reducing energy consumption.
QML/QiML Technology for Medical Regulatory Agency Review - November 9, 2023
Explore QML/QiML technology for medical regulatory review, covering key organizations, fundamental areas, and specific medical research applications. Gain insights into FDA guidelines and next steps.
Vocal Tract Modeling and Vocal Aging - Part 1
Explore vocal tract modeling and vocal aging concepts in this comprehensive lecture, focusing on key principles and research findings in speech processing.
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.
Personalized Speech Enhancement: Data- and Resource-Efficient Machine Learning
Explore data-efficient machine learning techniques for personalized speech enhancement, focusing on modularized models and self-supervised learning to achieve user-specific improvements with minimal data.
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.
Cellular Cooperation in Cochlear Mechanics
Explore contrasting views of cochlear mechanics, including Hopf bifurcations and 3-D simulations, to understand nonlinear cochlear responses and their implications.
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.
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.
Time-Domain Approach to Quantum Optics
Explore time-domain quantum optics, focusing on subcycle sampling of vacuum states and its applications in quantum computing, communication, and sensing. Gain insights into mid-infrared technologies.
Efficient and Reliable Wrapping of C APIs Using Modern C++ - 2024 Update
Learn efficient techniques for wrapping C APIs in modern C++. Explore adapter interface design, overhead avoidance, compile-time safety, and performance optimization. Gain insights into unit testing and C++23 features for reliable API integration.
Оценка качества первичного материала и методика интерпретации замеров - Часть 3
Освойте методы оценки качества и интерпретации геологических данных для повышения точности анализа и принятия решений в геологоразведке.
Анализ и Обобщение Результатов Контроля Разработки - Современная База Данных, Структура и Классификация
Изучите методы анализа и обобщения результатов контроля разработки, а также структуру и классификацию современных баз данных.
Mass Production of 2D Electronic Medical Diagnostics for Home Use
Explore mass production techniques for 2D electronic medical diagnostics, focusing on high-rate fabrication, sensitivity, and recyclability for widespread home use.