What Is Automatic Speech Recognition and GPU-Accelerated ASR

Overview of ASR (speech-to-text): pipeline, acoustic and language models, CTC training, decoding strategies, and GPU acceleration using NVIDIA NeMo and toolkits.

Large-Scale Visual SLAM with 3D Gaussian Splatting

LSG-SLAM: a stereo visual SLAM using 3D Gaussian splatting for large-scale outdoor reconstruction, improving tracking stability and mapping quality.

Relationship Between AI, Machine Learning, and Deep Learning

Overview of artificial intelligence and its relationship to machine learning and deep learning, covering AI categories, ML workflow, and common deep architectures.

MAX78000 Low-Power CNN AI Microcontroller

MAX78000 AI microcontroller with low-power CNN accelerator, Arm Cortex?M4 with FPU, 442 KB weight SRAM and 512 KB flash, optimized for edge inference.

Embodied AI Simulation Generation System

LLM-driven system automates embodied intelligence skill generation for robotic arms, converting natural-language tasks into MuJoCo scenes, actions, and reward code.

Survey of Deep Metric Learning

Survey of deep metric learning: formulations, sample selection and metric loss functions (contrastive, triplet, N?pair), architectures and applications in vision, audio, and text.

Deep Learning for Radar Target Detection

Survey of deep learning approaches for radar target detection, comparing two-stage and single-stage detectors (Faster R-CNN, YOLOv5), preprocessing, and deployment results.

How CNNs Solve Edge Detection

Overview of convolutional neural networks: principles like padding, stride, pooling and filters, edge detection fundamentals, architecture patterns and a Keras MNIST implementation.

Common Deep Learning Applications in AI

Survey of deep learning applications in AI: image recognition, NLP, speech, recommendation systems, autonomous driving, healthcare, cybersecurity, and VR.

Smart Classroom IoT Solution

Analysis of an IoT smart classroom solution - hardware connectivity, data interoperability and scenario intelligence for unified, energy-efficient device management.