Audio Visual Courses

Embedded Audio Policies Made Easy with WirePlumber

Learn to build robust audio policies for embedded systems using WirePlumber, integrating with PipeWire and PulseAudio for easier management and maintenance of complex audio solutions.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Data Science Festival

Visual Design - Do Not Let Data Be Your Cul-de-sac

Learn best practices for creating clean, aesthetic data visualizations to aid business understanding, tell compelling stories, and drive sustainable decisions.

• YouTube
• 20 minutes
• On-Demand
• Free Video

OpenSource Connections

CLAP With Me: Step-by-Step Semantic Search on Audio Sources

Explore CLAP for semantic search on audio data. Learn to build an application generating CLAP embeddings, indexing to Opensearch, and implementing audio-based semantic queries.

• YouTube
• 42 minutes
• On-Demand
• Free Video

ANITI Toulouse

Reverse Engineering the Visual System

Explorez les mécanismes du système visuel humain à travers une approche d'ingénierie inverse, révélant ses complexités et son fonctionnement fascinant.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Montreal Robotics

Visual Whole-Body Manipulation and Locomotion for Legged Robots

Explore visual feedback integration for precise legged robot coordination in challenging terrains and manipulation tasks, focusing on dynamic, scalable skills for real-world applications.

• YouTube
• 57 minutes
• On-Demand
• Free Video

BIMSA

ORB-SLAM: Visual SLAM in Indoor, Outdoor, and Intracorporeal Scenes

Explore ORB-SLAM's evolution in Visual SLAM, from monocular to multi-map systems, including applications in medical endoscopy and advancements in camera and sensor integration.

• YouTube
• 59 minutes
• On-Demand
• Free Video

BIMSA

Visual Vibration Analysis: Using Cameras as High-Resolution Vibration Sensors

Explore visual vibration analysis using regular cameras to study object properties and forces. Learn applications in sound recovery, structural monitoring, and visual effects.

• YouTube
• 56 minutes
• On-Demand
• Free Video

BIMSA

Understanding the Visual World Through Object Intrinsics

Explore neuro-symbolic approaches to scene and object understanding, focusing on intrinsic structures and their role in visual data interpretation and generalization.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Modeling Hierarchies of Sound for Audio Source Separation and Generation - 2024 JSALT

Explore hierarchical sound modeling for audio source separation and generation. Learn about extracting components, controlling models, detecting data memorization, and building interpretable controls.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Speech and Audio Processing in Non-Invasive Brain-Computer Interfaces at Meta

Explore non-invasive neural interfaces for AR devices using EMG signals, focusing on speech and audio technologies to enhance human-computer interaction and egocentric machine intelligence.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Visual Semantics Events

Explore ambiguous image classification and multilingual video-text alignment for robust event understanding. Enhance visual models' performance on uncertain data and leverage diverse news sources.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

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
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Textless NLP: Towards Language Processing from Raw Audio

Explore language processing from raw audio, focusing on textless NLP techniques and their potential applications in natural language understanding.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

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.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Modeling Bottom-Up and Top-Down Visual Attention in Humans and Monkeys - 2009

Explore computational models of visual attention combining bottom-up and top-down influences, comparing predictions to human and monkey behavior, with applications to real-world vision challenges.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video