TY - JOUR
AU - Qiao, Zhou
AB - With the rapid development of the fifth-generation (5G) mobile technology, smart devices and their diversified business applications are booming, and mobile data traffic is soaring. The new Internet applications provide people with a rich information experience, while also bringing new challenges to the existing communication system. This paper proposes a 3DCLS model based on visual information, which uses convolutional neural networks and recurrent convolutional neural networks with long-term and short-term memory to create spatiotemporal information for visual emotion recognition tasks. In-depth analysis of the embedded software's speech recognition workflow and testing methods discussed the speech recognition system. After the test records, a set of criteria for evaluating the recognition characteristics of embedded speech recognition systems was proposed. Based on the various usage scenarios of embedded speech recognition and their impact, a test case template covering actual use cases was produced. Many major achievements have been made in the status of the Japanese major in the world. The number of Japanese majors, masters, and doctorates has increased rapidly, and teaching methods have been continuously improved. With the implementation of the national education consulting policy, the teaching content is constantly updated, and the teaching staff and scientific research work have also achieved fruitful results. However, there are still many areas that need improvement in teaching, textbook research, and teaching reform. Checking the status quo of basic training, increasing the intensity of cross-cultural communication training, and accelerating the construction of a Japanese training system with Chinese characteristics are important tasks for some time to come.
TI - RETRACTED ARTICLE: Fifth-generation edge computing-oriented speech recognition system applied in Japanese education and social sentiment classification
JF - Soft Computing
DO - 10.1007/s00500-023-08784-8
DA - 2024-12-01
UR - https://www.deepdyve.com/lp/springer-journals/retracted-article-fifth-generation-edge-computing-oriented-speech-m58WD0qXwt
SP - 711
EP - 711
VL - 28
IS - Suppl 2
DP - DeepDyve
ER -