IEEE

Performance Analysis of CNN-Based Spectrogram with Multiple Audio Feature Types for English Digit Recognition

Abstract: Audio feature selection and neural network architecture play crucial roles in speech recognition performance. This paper presents a comparative analysis of Artificial Neural Networks (ANNs) ...
GitHub

songsee — FFT so pretty, your ears will be jealous.

--output Output path (default: input name + extension) --format jpg or png (default: jpg) --width Output width (default: 1920) --height Output height (default: 1080 ...
IEEE

A Lightweight 3D-CNN for Event-Based Human Action Recognition with Privacy-Preserving Potential

Abstract: This paper presents a lightweight three-dimensional convolutional neural network (3D-CNN) for human activity recognition (HAR) using event-based vision data ...
IEEE

BinSight: Enhancing Executable Binary Classification Accuracy Through Kernel Density Estimation-Based Visualization

Abstract: Executable file analysis is a pivotal technology in the fields of cybersecurity and software engineering, with applications including malware detection, code similarity analysis, and ...
IEEE

Performance Enhancement of Human Activity Recognition Using Millimeter-Wave Multi-Link Channels

Abstract: Human activity recognition (HAR) using millimeter-wave (mmWave) radar has gained attention as a contactless and privacy-preserving sensing method that remains effective under low lighting ...
IEEE

Performance Assessment of Emotion Recognition in Voice Data Using Convolutional Neural Networks (CNN)

Abstract: Emotion recognition from voice data has evolved from a niche field into an important thing in human-computer interaction. It aims to facilitate more natural interactions with machines ...
IEEE

Fiber Bragg Grating-Based Multimodal Sensing for Human Respiration, Heartbeat, and Voice With CNN-Driven Speech Recognition

Abstract: With the rapid development of wearable health monitoring technology, the integration of simultaneous multimodal physiological signal monitoring and voice interaction has emerged as a ...
IEEE

An Improved Gesture Recognition Algorithm Based on the Integration of CNN and Transformer

Abstract: In today's rapidly advancing era of intelligence and digitalization, gesture recognition, as a natural and efficient interaction method, has become an important research direction in the ...
CNN

Minneapolis residents challenge local and state leaders at CNN town hall

• CNN town hall: Minneapolis Mayor Jacob Frey said he had a “productive” conversation with border czar Tom Homan, but that he didn’t receive any assurances the immigration crackdown in the city would ...
GitHub

FPGA-Based CNN Accelerator for MNIST Digit Recognition

This repository contains the complete RTL design and verification environment for a fully hardware-based Convolutional Neural Network (CNN) accelerator. The system is designed from scratch in Verilog ...
IEEE

Optimized GRU and CNN Parallel Recognition Based on Spatial Electric Field Distribution of Zero-Value Insulator String

Abstract: The characteristics of spatial electric field distortion are a key basis for detecting the zero-value insulator. In this paper, aiming at the operating states of 110kV insulator string under ...