Basic Music Technology
An Introduction
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Zilu **e
Computer Science
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Article
Micro-expression recognition based on contextual transformer networks
Micro-expression is a kind of unintentional facial expression that can reflect the genuine emotion. As a contactless affective computing method, micro-expressions have received attention from psychology and co...
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Article
Tumor detection based on deep mutual learning in automated breast ultrasound
Tumor detection in automated breast ultrasound (ABUS) images is critical for computer-aided diagnosis. A single deep learning based network is prone to make overconfident prediction. In this paper, a DML-YOLOX...
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Chapter and Conference Paper
Joint Speech and Noise Estimation Using SNR-Adaptive Target Learning for Deep-Learning-Based Speech Enhancement
In this paper, we propose an SNR-adaptive target learning strategy and apply it to a joint speech and noise estimation network to address the mismatch between speech enhancement (SE) and automatic speech recog...
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Chapter and Conference Paper
Research on Consumer Repurchase Intention of Mystery Boxes—Based on Structural Equation Model
In recent years, the phenomenon of mystery boxes has emerged as a notable consumption trend, demonstrating substantial market potential and cultivating a base of highly engaged enthusiasts. However, the repurc...
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Article
Adversarial-Based Ensemble Feature Knowledge Distillation
Existing knowledge distillation methods usually consider class probabilities or directly align features, which ignore the rich information contained in high-level feature maps. In this paper, we propose a nove...
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Article
Multi-task feature-aligned head in one-stage object detection
Existing one-stage detectors usually use two decoupled branches to optimize two subtasks, i.e., object localization and classification. However, this design paradigm will lead to misalignment of spatial featur...
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Article
Open AccessWhat’s kee** teens up at night? Reflecting on sleep and technology habits with teens
Sleep studies suggest that exams, jobs, and technologies keep teens up at night, but little research exists to engage teens in reflecting on their own sleep. We designed a set of cards and a web-based app ‘Sle...
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Chapter and Conference Paper
Usability Assessment of Nintendo Switch
A game is a structured form of play, usually undertaken for entertainment or fun, and sometimes used as an educational tool. With the development of modern technology, except for traditional games, people also...
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Chapter and Conference Paper
A Bi-national Investigation of the Needs of Visually Disabled People from Mexico and Japan
Around 2,200 million (2.2 billion) people have some level of visual disabilities, of which 2 million are in Mexico and 13 million in Japan. These significant communities face challenges in several aspects of t...
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Chapter and Conference Paper
FD-Leaks: Membership Inference Attacks Against Federated Distillation Learning
With the enhanced sensing and computing power of mobile devices, emerging technologies and applications generate massive amounts of data at the edge network, assigning new requirements for improving the privac...
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Chapter and Conference Paper
HelaDepDet: A Novel Multi-class Classification Model for Detecting the Severity of Human Depression
Depression-driven suicide is a serious social problem. Early identification of depression is vital for the well-being of society. Clinical diagnosis of depression takes a significant amount of time and require...
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Chapter and Conference Paper
Not Just a Matter of Accuracy: A fNIRS Pilot Study into Discrepancy Between Sleep Data and Subjective Sleep Experience in Quantified-Self Sleep Tracking
Quantified-self sleep tracking devices such as Fitbit are gaining great popular in recent years. However, users often complain about the discrepancy between the data collected with sleep trackers and their sub...
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Chapter and Conference Paper
User-Oriented Data and Model Privacy Protection Technology
Machine learning algorithms based on deep neural networks have achieved remarkable results and have been widely used in different fields. Currently, it is necessary to fully solve privacy issues in machine lea...
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Chapter and Conference Paper
Effects of Different Resistance Schemes Applied by Hip Exoskeleton on Lower-Limb Muscle Recruitment and Coordination
Lower-limb exoskeletons are used in a wide range of scenarios. The extensive applications are based on the effective intervention on people, which relies on the understanding of the effect of the exoskeleton i...
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Chapter and Conference Paper
Validation of Omron Wearable Blood Pressure Monitor HeartGuideTM in Free-Living Environments
Hypertension is one of the most common health conditions in modern society. Accurate blood pressure monitoring in free-living conditions is important for the precise diagnosis and management of hypertension. I...
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Chapter and Conference Paper
Quantitative Analysis of Bitcoin Transferred in Bitcoin Exchange
In this paper, a new Bitcoin address clustering algorithm is proposed for Bitcoin exchanges. The proposed algorithm aims to classify the cold wallets, hot wallets and user wallets in the Bitcoin exchanges, whi...
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Chapter and Conference Paper
Solving Chinese Character Puzzles Based on Character Strokes
Chinese character puzzles are popular games in China. To solve a character puzzle, people need to fully consider the meaning and the strokes of each character in puzzles. Therefore, Chinese character puzzles a...
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Chapter and Conference Paper
Deep Multi-task Learning with Cross Connected Layer for Slot Filling
Slot filling is a critical subtask of Spoken language understanding (SLU) in task-oriented dialogue systems. This is a common scenario that different slot filling tasks from different but similar domains have ...
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Article
Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions
Consumer sleep tracking technologies offer an unobtrusive and cost-efficient way to monitor sleep in free-living conditions. Technological advances in hardware and software have significantly improved the func...
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