Wei-Cheng Lin
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View article: Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification
Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification Open
This paper investigates the design of effective prompt strategies for generating realistic datasets using Text-To-Audio (TTA) models. We also analyze different techniques for efficiently combining these datasets to enhance their utility in…
View article: Differential Impacts of Monologue and Conversation on Speech Emotion Recognition
Differential Impacts of Monologue and Conversation on Speech Emotion Recognition Open
View article: Short-Term Use of Ivabradine in Critical Ill Patients with Atrial Fibrillation and Rapid Ventricular Response.
Short-Term Use of Ivabradine in Critical Ill Patients with Atrial Fibrillation and Rapid Ventricular Response. Open
View article: Feasibility of Short-Term Use of Ivabradine in Critical Ill Patients Who Have Atrial Fibrillation and Tachycardia.
Feasibility of Short-Term Use of Ivabradine in Critical Ill Patients Who Have Atrial Fibrillation and Tachycardia. Open
Adding ivabradine to standard treatment might be feasible for critically ill patients with AF and tachycardia. The finding that surviving patients had a shorter "Time to 80" duration than those who did not survive may have clinical implica…
View article: Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition
Analyzing Continuous-Time and Sentence-Level Annotations for Speech Emotion Recognition Open
The emotional content of several databases are annotated with continuous-time (CT) annotations, providing traces with frame-by-frame scores describing the instantaneous value of an emotional attribute. However, having a single score de…
View article: Deep temporal clustering features for speech emotion recognition
Deep temporal clustering features for speech emotion recognition Open
Deep clustering is a popular unsupervised technique for feature representation learning. We recently proposed the chunk-based DeepEmoCluster framework for speech emotion recognition (SER) to adopt the concept of deep clustering as a novel …
View article: Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization
Enhancing Resilience to Missing Data in Audio-Text Emotion Recognition with Multi-Scale Chunk Regularization Open
Most existing audio-text emotion recognition studies have focused on the computational modeling aspects, including strategies for fusing the modalities. An area that has received less attention is understanding the role of proper temporal …
View article: Q-YOLOP: Quantization-aware You Only Look Once for Panoptic Driving Perception
Q-YOLOP: Quantization-aware You Only Look Once for Panoptic Driving Perception Open
In this work, we present an efficient and quantization-aware panoptic driving perception model (Q- YOLOP) for object detection, drivable area segmentation, and lane line segmentation, in the context of autonomous driving. Our model employs…
View article: Versatile audio-visual learning for emotion recognition
Versatile audio-visual learning for emotion recognition Open
Most current audio-visual emotion recognition models lack the flexibility needed for deployment in practical applications. We envision a multimodal system that works even when only one modality is available and can be implemented interchan…
View article: Sequential Modeling by Leveraging Non-Uniform Distribution of Speech Emotion
Sequential Modeling by Leveraging Non-Uniform Distribution of Speech Emotion Open
The expression and perception of human emotions are not uniformly distributed over time. Therefore, tracking local changes of emotion within a segment can lead to better models for speech emotion recognition (SER), even when the task i…
View article: Efficient Perovskite Solar Cells via Phenethylamine Iodide Cation-Modified Hole Transport Layer/Perovskite Interface
Efficient Perovskite Solar Cells via Phenethylamine Iodide Cation-Modified Hole Transport Layer/Perovskite Interface Open
Perovskite solar cells (PeSCs) were fabricated by using Cs x FA1-x PbI3-x Cl x as the photoactive layer, and the effects of different proportions of cesium chloride (C…
View article: An Energy Aware Grid-Based Clustering Power Efficient Data Aggregation Protocol for Wireless Sensor Networks
An Energy Aware Grid-Based Clustering Power Efficient Data Aggregation Protocol for Wireless Sensor Networks Open
A wireless sensor network (WSN) is made up of multiple sensors deployed in a specific sensing area to identify the occurrence of events and quickly transmit useful information back to the base station (BS). In WSNs, schemes to reduce energ…
View article: Deep Learning Model for Dynamic Hand Gesture Recognition for Natural Human-Machine Interface on End Devices
Deep Learning Model for Dynamic Hand Gesture Recognition for Natural Human-Machine Interface on End Devices Open
As end devices have become ubiquitous in daily life, the use of natural human-machine interfaces has become an important topic. Many researchers have proposed the frameworks to improve the performance of dynamic hand gesture recognition. S…
View article: Transcatheter Aortic Valve Implantation Versus Surgical Aortic Valve Replacement in Low-risk Patients: A Meta-Analysis Based on a 2-Year Follow-Up
Transcatheter Aortic Valve Implantation Versus Surgical Aortic Valve Replacement in Low-risk Patients: A Meta-Analysis Based on a 2-Year Follow-Up Open
For low-risk surgical patients with aortic stenosis, compared to surgical aortic valve replacement, transcatheter aortic valve implantation was associated with lower all-cause mortality at 30-day follow-up and lower cardiovascular mortalit…
View article: Efficient Malware Classification by Binary Sequences with One-Dimensional Convolutional Neural Networks
Efficient Malware Classification by Binary Sequences with One-Dimensional Convolutional Neural Networks Open
The rapid increase of malware attacks has become one of the main threats to computer security. Finding the best way to detect malware has become a critical task in cybersecurity. Previous work shows that machine learning approaches could b…
View article: Table of Contents
Table of Contents Open
View article: Changing the pattern of the back-muscle flexion–relaxation phenomenon through flexibility training in relatively inflexible young men
Changing the pattern of the back-muscle flexion–relaxation phenomenon through flexibility training in relatively inflexible young men Open
Although several studies have investigated the back-muscle flexion–relaxation phenomenon (FRP), the effect of individual flexibility on the FRP has been discussed infrequently, with very limited data on the influence of flexibility trainin…
View article: Blockchain-Based Medical Record Management with Biofeedback Information
Blockchain-Based Medical Record Management with Biofeedback Information Open
Blockchain is a new emerging technology of distributed databases, which guarantees the integrity, security and incorruptibility of data by means of the cryptography. Such features are suitable for secure and reliable data storage. This cha…
View article: Comparison of absolute low-spatial frequency surface figure measurement for spherical surfaces
Comparison of absolute low-spatial frequency surface figure measurement for spherical surfaces Open
Optical metrology is a critical and complex technique for the fabrication of precision optics in which the surface figure is better than peak-to-valley 1 / 10λ or RMS 1 / 30λ. Careful calibration of the intrinsic system errors of the exper…
View article: Co-Solvent Controllable Engineering of MA0.5FA0.5Pb0.8Sn0.2I3 Lead–Tin Mixed Perovskites for Inverted Perovskite Solar Cells with Improved Stability
Co-Solvent Controllable Engineering of MA0.5FA0.5Pb0.8Sn0.2I3 Lead–Tin Mixed Perovskites for Inverted Perovskite Solar Cells with Improved Stability Open
Use of a lead–tin mixed perovskite is generally considered an effective method to broaden the absorption wavelength of perovskite thin films. However, the preparation of lead–tin mixed perovskites is a major challenge due to the multivalen…
View article: Notes on the shrimp genus Palaemon Weber, 1795 (Crustacea, Decapoda, Palaemonidae) and related genera from Taiwan
Notes on the shrimp genus Palaemon Weber, 1795 (Crustacea, Decapoda, Palaemonidae) and related genera from Taiwan Open
The shrimp genus Palaemon Weber, 1795 and its related genera in Taiwan are reviewed based on newly collected specimens, whilst older records are critically reviewed. Five genera and 11 species are now known to occur in Taiwan, although the…
View article: Noise Parameter Analysis of SiGe HBTs for Different Sizes in the Breakdown Region
Noise Parameter Analysis of SiGe HBTs for Different Sizes in the Breakdown Region Open
Noise parameters of silicon germanium (SiGe) heterojunction bipolar transistors (HBTs) for different sizes are investigated in the breakdown region for the first time. When the emitter length of SiGe HBTs shortens, minimum noise figure at …
View article: Alignment and assembly process for primary mirror subsystem of a spaceborne telescope
Alignment and assembly process for primary mirror subsystem of a spaceborne telescope Open
In this study, a multispectral spaceborne Cassegrain telescope was developed. The telescope was equipped with a primary mirror with a 450-mm clear aperture composed of Zerodur and lightweighted at a ratio of approximately 50% to meet both …