HM Al-Dabbas, RA Azeez, AE Ali, Iraqi Journal of Science, 2023

Monaural source separation is a challenging issue due to the fact that there is only a single channel available; however, there is an unlimited range of possible solutions. In this paper, a monaural source separation model based hybrid deep learning model, which consists of convolution neural network (CNN), dense neural network (DNN) and recurrent neural network (RNN), will be presented. A trial and error method will be used to optimize the number of layers in the proposed model. Moreover, the effects of the learning rate, optimization algorithms, and the number of epochs on the separation performance will be explored. Our model was evaluated using the MIR-1K dataset for singing voice separation. Moreover, the proposed approach achi

The two researchers selected the problem of research which represented with the following asking: Does the use of the shape of Round house strategy have effectiveness in the collection of students of the Department of Art Education of the subjectof teaching methods?
The research aims to "measure the effectiveness of Strategy shape of Round house in the collection of students of the Department of Art Education for the material teaching methods" and to verify the aim of the research two zeroassumptions was identified to measure the level of achievement in the subject of teaching methods of third stage students in the Department of Art Education –College of Fine Arts.
The research community included the students of Art Education Dep

The main idea of this paper is to define other types of a fuzzy local function and study the advantages and differences between them in addition to discussing some definitions of finding new fuzzy topologies. Also in this research, a new type of fuzzy closure has been defined, where the relation between the new type and different types of fuzzy local function has been studied

This paper presents stochastic analysis using the perturbation method to model the structure of a container to verify the distributions of probability of maximum and minimum axial forces reactions in piles. The proposed simulation of a container port terminal under 11 scenarios of load combinations was presented. The probability distributions for live loads are assigned according to the input parameters of simulation data. Part of the load itself is implicitly combined such as vertical live load which includes the weight of equipment and containers and wind load. The structural model was simulated in the software STAAD Pro., while the statistical analyses were performed with MATLAB. The results demonstrated that, the most significant extern

هدف البحث الى التعرف على درجة الطمأنينة الانفعالية لدى تلامذة الصف السادس الابتدائي ،والتعرف على دلالة الفروق في الطمأنينة الانفعالية تبعا لمتغير النوع (ذكر –انثى) ، تبعا لمتغير التحصيل الدراسي الاب ،تبعا لمتغير التحصيل الدراسي للام، وتألفت عينة البحث من(150) تلميذ وتلميذة من تلامذة الصف السادس الابتدائي من مركز محافظة بغداد، تم تبني مقياس الطمأنينة الانفعالية لماسلو وأظهرت النتائج الاتي: 1-أن تلامذة الصف ا

هدف البحث الى التعرف على درجة التفكير الإبداعي لدى التلامذة، والتعرف على الفروق في درجات التفكير الإبداعي تبعاً لمتغير النوع ( ذكور – إناث) ، ولتحقيق أهداف البحث قامت الباحثة باعداد مقياس التفكير الإبداعي بالاعتماد على نظریة (سكنر) وتكون مقياس البحث بالصورة النهائيه من (14) فقرة وطبق مقياس البحث على العينة البالغة (100) طالب وطالبه تم اختيارهم بطريقة عشوائية بسيطة من مجتمع البحث ، وبعد جمع بيانات البحث تمت مع

Social responsibility has achieved tremendous attention by academicians and practitioners to focus on social responsibility accounting. However, many studies around the globe have been conduct to measure the outcomes of social responsibility accounting. This paper presents the impact of applying the supply chain strategy (SCS) on the agribusiness field to optimize productivity and decreasing cost which will have a direct impact on the net income of the organization. The inconclusive results of earlier studies stimulated this research to social responsibility accounting-financial performance. The equivocal results of this phenomenon urge this study to investigate the role of other factors in the relationship of social responsibility accounti