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Hyeon-Kyu Noh and Hong-June Park
A convolutional neural network (CNN) transducer decoder was proposed to reduce the decoding time of an end-to-end automatic speech recognition (ASR) system while maintaining accuracy. The CNN of 177 k parameters and a kernel size of 6 generates the proba...
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Shenghan Wei, Xiang Li, Yong Yao and Suixian Yang
As a practical application of Optical Character Recognition (OCR) for the digital situation, the digital instrument recognition is significant to achieve automatic information management in real-industrial scenarios. However, different from the normal di...
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Ting Guo, Nurmemet Yolwas and Wushour Slamu
Recently, the performance of end-to-end speech recognition has been further improved based on the proposed Conformer framework, which has also been widely used in the field of speech recognition. However, the Conformer model is mostly applied to very wid...
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Xing Liu, Fupeng Wei, Wei Jiang, Qiusheng Zheng, Yaqiong Qiao, Jizong Liu, Liyue Niu, Ziwei Chen and Hangcheng Dong
Existing methods for monitoring internet public opinion rely primarily on regular crawling of textual information on web pages but cannot quickly and accurately acquire and identify textual information in images and videos and discriminate sentiment. The...
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Shiyu Zhang, Jianguo Kong, Chao Chen, Yabin Li and Haijun Liang
The rise of end-to-end (E2E) speech recognition technology in recent years has overturned the design pattern of cascading multiple subtasks in classical speech recognition and achieved direct mapping of speech input signals to text labels. In this study,...
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Elaine Novak,Laércio Alves Carvalho,Etenaldo Felipe Santiago,Fabiane Silva Ferreira,Marina Rodrigues Maestre
Pág. 1063 - 1085
A sustentabilidade ou a degradação de um ambiente podem ser estimadas, entre outros, pela avaliação e monitoramento de atributos do solo, os quais podem evidenciar alterações relacionadas ao uso e manejo ao longo do tempo. Compreender alterações decorren...
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Anderson Lange,Antonio Carlos Buchelt,Diego Antônio Tolfo,Diouser Dassi,Alexandre Ferreira da Silva,Edilson Cavalli
Pág. 149 - 165
No Estado do Mato Grosso a adubação e correção do solo é realizada predominantemente antes da soja e, o milho safrinha semeado na sequência. Foram avaliados seis manejos da adubação na soja: Ausência de fertilização; Adubação de 400 kg ha-1 (adubação da ...
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David Lynch, Branka Powter, Joseph William Po, Adam Cooper, Celine Garrett, Eng-Siew Koh, Mark Sheridan, James van Gelder, Balsam Darwish, Simon Mckechnie, Renata Bazina, Matthias Jaeger, Tara Laurine Roberts, Paul de Souza and Therese Maria Becker
Glioblastoma (GBM) is the most common form of primary brain cancer in adults and tissue biopsies for diagnostic purposes are often inaccessible. The postulated idea that brain cancer cells cannot pass the blood?brain barrier to form circulating tumor cel...
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Birhanu Belay, Tewodros Habtegebrial, Million Meshesha, Marcus Liwicki, Gebeyehu Belay and Didier Stricker
In this paper, we introduce an end-to-end Amharic text-line image recognition approach based on recurrent neural networks. Amharic is an indigenous Ethiopic script which follows a unique syllabic writing system adopted from an ancient Geez script. This s...
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Vinicius Evangelista Silva,Salatier Buzzetti,Jean-Paul Laclau,Rafael Montanari,Allan Rodrigo Panosso,Sharlles Christian Dias Moreira,João Flávio da Silva
Pág. 117 - 134
O objetivo do presente trabalho foi avaliar as correlações entre produtividade e resposta à seca (RS) do eucalipto entre os atributos do solo em dois tipos climáticos distintos no Brasil. Para isto, foram instalados 24 experimentos no Brasil com 4 clones...
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