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2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)最新文献

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Noisy Phoneme Recognition Using 2D Convolution Neural Network 基于二维卷积神经网络的噪声音素识别
2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE) Pub Date : 2023-04-27 DOI: 10.1109/AIEEE58915.2023.10134866
Justina Ramonaitė, G. Korvel
{"title":"Noisy Phoneme Recognition Using 2D Convolution Neural Network","authors":"Justina Ramonaitė, G. Korvel","doi":"10.1109/AIEEE58915.2023.10134866","DOIUrl":"https://doi.org/10.1109/AIEEE58915.2023.10134866","url":null,"abstract":"Speech is one of the most important parts of everyday life, thus it has been investigated from various standpoints, however, there is still room for exploration within noisy speech signals. This study examines how speech signals are recognized in the presence of noise by conducting a recognition process using both clean speech and speech data with additive noise. Spectrograms and Mel Spectrograms have been extracted and tested using a Convolutional Neural Network. Training on noise-free data and on mixed data which has been composed of clean and noisy phoneme signals has been considered. The experimental results showed that model trained with set which includes noisy samples gives better results when classifying signals with noise present compared to noise-free trained model. It was also revealed that Mel Spectrograms represent noisy signals better than Spectrograms.","PeriodicalId":149255,"journal":{"name":"2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)","volume":"31 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131593464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Synthetic Data Application in the UAV Recognition Systems Development 综合数据在无人机识别系统开发中的应用
2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE) Pub Date : 2023-04-27 DOI: 10.1109/AIEEE58915.2023.10134962
Diana Duplevska, Vladislavs Medvedevs, Daniils Surmacs, A. Aboltins
{"title":"The Synthetic Data Application in the UAV Recognition Systems Development","authors":"Diana Duplevska, Vladislavs Medvedevs, Daniils Surmacs, A. Aboltins","doi":"10.1109/AIEEE58915.2023.10134962","DOIUrl":"https://doi.org/10.1109/AIEEE58915.2023.10134962","url":null,"abstract":"The increasing popularity and accessibility of un-manned aerial vehicles (UAVs) presents both opportunities and challenges. On the one hand, UAVs has a wide range of civilian, industrial, and military applications. On the other hand, the popularity of UAVs can lead to illegal or dangerous usage. Thus, the development of UAV recognition systems is crucial for ensuring safety and security. However, collecting and labeling large amounts of real-world data for training these systems can be time-consuming and labor-intensive.In this study, we propose a methodology, which can help to accelerate the development of new UAV recognition systems. This work demonstrates the effectiveness of training a neural network using a combination of real-world and synthetic data that can achieve similar performance to a network trained on real-world data only.","PeriodicalId":149255,"journal":{"name":"2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121348691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Control Unit for Thermoelectrically Configurable Medical Lighting Equipment 热电可配置医疗照明设备的控制单元
2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE) Pub Date : 2023-04-27 DOI: 10.1109/AIEEE58915.2023.10134913
Alexander Bubovich, A. Pumpurs, Rodion Saltanovs
{"title":"Control Unit for Thermoelectrically Configurable Medical Lighting Equipment","authors":"Alexander Bubovich, A. Pumpurs, Rodion Saltanovs","doi":"10.1109/AIEEE58915.2023.10134913","DOIUrl":"https://doi.org/10.1109/AIEEE58915.2023.10134913","url":null,"abstract":"Nowadays, effective and easily configurable lighting is important in various fields, for example, in workplaces with insufficient natural lighting, workplaces with moving parts of machinery, hazardous environment when equipment can be contaminated with chemical and biological material, etc. The above-mentioned lighting applications can be characterized those with spatially complex and dynamically changing work environment. Medical applications are one of the most important fields with such complex environment, where effective lighting plays a crucial role. Almost all available in the market surgical lighting systems have cooling systems with limited efficiency, which decreases lifetime of the whole system. Also, the position of the luminaire can be changed only manually. However, positioning of such luminaire can be controlled and tuned automatically, without the interference of the user. Also, it is important to change the intensity of the light. This paper describes the control unit of such configurable luminaire, explains principles of its automatic spatial configuring and real time regulation of its intensity of the light.","PeriodicalId":149255,"journal":{"name":"2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)","volume":"295 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116252180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Conference Organizers 会议组织者
2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE) Pub Date : 2023-04-27 DOI: 10.1109/aieee58915.2023.10135007
{"title":"Conference Organizers","authors":"","doi":"10.1109/aieee58915.2023.10135007","DOIUrl":"https://doi.org/10.1109/aieee58915.2023.10135007","url":null,"abstract":"","PeriodicalId":149255,"journal":{"name":"2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130813993","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of Light Generation Schemes for Medical Lighting Equipment 医疗照明设备产光方案的发展
2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE) Pub Date : 2023-04-27 DOI: 10.1109/AIEEE58915.2023.10134909
Alexander Bubovich, I. Galkin, Rodion Saltanovs, Luka Ivanovskis
{"title":"Development of Light Generation Schemes for Medical Lighting Equipment","authors":"Alexander Bubovich, I. Galkin, Rodion Saltanovs, Luka Ivanovskis","doi":"10.1109/AIEEE58915.2023.10134909","DOIUrl":"https://doi.org/10.1109/AIEEE58915.2023.10134909","url":null,"abstract":"Medical equipment is one of most important fields, where effective lighting is essential. It is especially crucial in surgical lighting equipment. Nowadays, almost all available surgical luminaires are bulky and can be positioned only manually. However, it can be beneficial, if during operation luminaire could adapt to changing environment and position of the luminaire could be tuned automatically (for example, to avoid shadowing). This paper presents the development of light generation schemes of such adaptive luminaire, needed to provide effective lighting of the area. The calculation of reflector of such luminaire is also presented in the paper.","PeriodicalId":149255,"journal":{"name":"2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123490964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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