Friday, May 1, 2015

Automatic Speech Recognition: A Deep Learning Approach (repost)




Automatic Speech Recognition: A Deep Learning Approach (Signals and Communication Technology) by Dong Yu and Li Deng


English | 2014 | ISBN: 1447157788 | 321 pages | PDF | 7,5 MB




This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.












Advancements of Medical Electronics: Proceedings of the First International Conference, ICAME 2015 (repost)




Advancements of Medical Electronics: Proceedings of the First International Conference, ICAME 2015 (Lecture Notes in Bioengineering) by Somsubhra Gupta and Sandip Bag


English | 2015 | ISBN: 8132222555 | 394 pages | PDF | 14 MB




The book is a collection of peer-reviewed scientific papers submitted by active researchers in the 1st International Conference on Advancements of Medical Electronics (ICAME2015). The conference is organized jointly by the Department of Biomedical Engineering and Electronics and Communication Engineering, JIS College of Engineering, West Bengal, India. The primary objective of the conference is to strengthen interdisciplinary research and its applications for the welfare of humanity. A galaxy of academicians, professionals, scientists, statesman and researchers from different parts of the country and abroad got together and shared their knowledge. The book presents research articles of medical image processing & analysis, biomedical instrumentation & measurements, DSP & clinical applications, embedded systems & its applications in healthcare. The book can be referred as a tool for further research.












Life and Death in Captivity: The Abuse of Prisoners during War




Life and Death in Captivity: The Abuse of Prisoners during War by Geoffrey P. R. Wallace


English | May 19, 2015 | ISBN: 0801453437 | 296 Pages | AZW3/EPUB/PDF (conv) | 6.5 MB




Why are prisoners horribly abused in some wars but humanely cared for in others? In Life and Death in Captivity, Geoffrey P. R. Wallace explores the profound differences in the ways captives are treated during armed conflict. Wallace focuses on the dual role played by regime type and the nature of the conflict in determining whether captor states opt for brutality or mercy. Integrating original data on prisoner treatment during the last century of interstate warfare with in-depth historical cases, Wallace demonstrates how domestic constraints and external incentives shape the fate of captured enemy combatants. Both Russia and Japan, for example, treated prisoners very differently in the Russo-Japanese War of 1904–5 and in World War II; the behavior of any given country is liable to vary from conflict to conflict and even within the same war.




Democracies may be more likely to treat their captives humanely, yet this benevolence is rooted less in liberal norms of nonviolence than in concerns over public accountability. When such concerns are weak or absent, democracies are equally capable of brutal conduct toward captives. In conflicts that devolve into protracted fighting, belligerents may inflict violence against captives as part of a strategy of exploitation and to coerce the adversary into submission. When territory is at stake, prisoners are further at risk of cruel treatment as their captors seek to permanently remove the most threatening sources of opposition within newly conquered lands. By combining a rigorous strategic approach with a wide-ranging body of evidence, Wallace offers a vital contribution to the study of political violence and wartime conduct.