Technical Analysis and Development of Single Bamboo Floating from the Perspective of Education and Psychology
Classification of music genre using data augmentation in neural network based on Sports universities data
Abstrct
The field of artificial intelligence is among the most promising in AI. To train Artificial Intelligence algorithms, a significant quantity of data is required. We employ Sports colleges data augmentation in a neural network based on the real categorization of music genres by utilizing Sound Smith's algorithm. It can categorize music genres with a 60 percent accuracy and employs millions upon millions of audio samples. In numerous real-world applications, the categorization of genres is a crucial undertaking. The need for accurate meta-data for database management and search/storage purposes increases as the amount of music released daily continues to rise, particularly on internet platforms like YouTube music and spottily (a 2016 estimate suggests that tens of millions of songs were released every month on Playlists). The classification of musical genres is based on characteristics taken from a database of football players from sports universities. The classification was accomplished using Deep Learning. Specific musical features are derived from the acoustic waves generated by football players during games. Convolutional Neural Network is utilized for classification (CNN). The classification of musical genres is based on the technology used by football players. The characteristics are taken from the auditory waves produced by football players during games. A comparison is made between the actual categorization procedure and the classification created by CNN. The comparison demonstrates that the conventional approach, which uses classical features, provides a more accurate classification than the CNN-generated classification based on music features.
María Dolores Molina Poveda, Eduardo Galak
Abstrct
The advent of cinema brought with it its use as a propaganda device with which to transmit ideals and doctrines. As a result, newsreels and cinema documentaries were born with the aim of showing the «most relevant» news of the country and abroad, the former with a shorter duration. In this study, the Spanish NO-DO and «Sucesos Argentinos» are used as primary sources to interpret the images and imaginaries that were projected between 1943 and 1955 on female physical culture. The intention is to understand the official discourse of both political regimes on what Argentinean and Spanish society should be like, especially by questioning those meanings about women. In total, 69 issues of NO-DO and 14 editions of «Sucesos Argentinos» have been found which aim to show female physical culture in this period. The female physical culture shown in both newsreels was aimed at strengthening women’s bodies so that they could carry out their «natural functions» (mother, wife, housewife), as well as highlighting their «inferiority» in relation to men through lower impact activities and the homogenization of bodies through clothing, and the performance of the same exercises in synchrony. And all this in countries with different regimes, but which, in the end, coincided.
Keywords:
female physical culture, NO-DO, Sucesos Argentinos, propaganda, audio-visual images
