IEEE

Exploration and Optimization Technique for Speech Enhancement and Emotion Recognition Using Deep Neural Network

Abstract: One of the most fascinating and difficult tasks in human-computer interaction is speech emotion recognition. The practice of attempting to determine the types of affective and emotional ...
IEEE

LSENet: A Lightweight Spectral Enhancement Network for High-Quality Speech Processing on Resource-Constrained Platforms

Abstract: Although recent deep-learning-based speech enhancement (SE) methods significantly outperform traditional approaches, their computational demands often scale proportionally with their ...
IEEE

Geometrically Informed Graph Neural Networks for Distributed Speech Enhancement in Challenging Acoustic Environments

Abstract: Speech signals face challenges in the presence of ambient sounds, encompassing factors, such as reverberation and diffuse noise, leading to compromises in clarity and intelligibility. Taking ...
IEEE

MG6D: A Deep Fusion Approach for 6D Pose Estimation With Mamba and Graph Convolution Network

Abstract: Accurate and efficient 6D pose estimation is a fundamental technology in many industrial applications. While existing dense correspondence methods have shown progress, they face challenges ...
IEEE

LSTA-CNN: A Lightweight Spatiotemporal Attention-Based Convolutional Neural Network for ASD Diagnosis Using EEG

Abstract: Electroencephalography (EEG) is an effective assessment tool to identify autism spectrum disorders with low cost, and deep learning has been applied in EEG analysis for extracting meaningful ...
IEEE

FCTFANet: A Fused CNN-Transformer Feature Aggregator Network for Image Restoration

Abstract: Convolutional neural networks (CNNs) have been foundational in deep learning architectures for image processing, and recently, Transformer networks have emerged, bringing further ...
Edhat

AI Helps Explain How Covert Attention Works And Uncovers New Neuron Types

Shifting focus on a visual scene without moving our eyes — think driving, or reading a room for the reaction to your joke — ...
IEEE

Efficient Group Cosine Convolutional Neural Network for EEG-Based Seizure Identification

Abstract: Epilepsy is a common neurological disease, and its diagnosis usually depends on labor-intensive visual inspection of electroencephalogram (EEG). Although various deep learning-based seizure ...
IEEE

DMoC-UNet: A Dynamic Mixture-of-Convolution Network for Enhanced Pathological Image Segmentation

Abstract: Pathological image segmentation is a cornerstone in medical image analysis and is crucial for tumor detection, tissue classification, and pathological diagnosis. Existing methods face ...
IEEE

LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning

Abstract: Intent-based network automation is a promising tool that enables easier network management; however, certain challenges must be addressed effectively. These are: 1) processing intents, i.e., ...
Fox News

White House mocks CNN as ‘Chicken News Network’ after failing to schedule Stephen Miller

The White House mocked CNN as "Chicken News Network" on Thursday for failing to book deputy chief of staff for policy Stephen Miller, but the liberal network quickly insisted members of the ...
The Hill

Leavitt points to testy exchange with Kaitlan Collins as ‘evidence’ CNN needs new ownership

White House press secretary Karoline Leavitt blasted CNN after reporter Kaitlan Collins pressed her on the voter concerns with the U.S. economy and said her line of questioning shows changes are ...