Dynamic Acoustic Unit Augmentation with BPE-Dropout for Low-Resource End-to-End Speech Recognition.

With the rapid development of speech assistants, adapting server-intended automatic speech recognition (ASR) solutions to a direct device has become crucial. For on-device speech recognition tasks, researchers and industry prefer end-to-end ASR systems as they can be made resource-efficient while maintaining a higher quality compared to hybrid systems. However, building end-to-end models requires a significant amount of speech data.

[Barotherapy in the military medicine].

Barotherapy in the military medicine. The authors present current data on place and role of hyperbaric oxygenation for military and extreme medicine. Main mechanisms of oxygen saturation and its <> to cells and tissues of the organisms is described in the given article.

Organization of medical support of contingent in event of a sea accidents and disasters.

The article provides information on organization of medical support of contingent in event of submarine accidents. The authors analysed the result of rescue of submariners in event of domestic submarine disasters in a post-war period. The characteristics of applied rescue means and new samples of equipment, used for medical care delivery to the contingent of disabled submarines and naval surface ships, are given.

[Herpetic encephalitis: a clinical case].

An example of diagnostics and treatment of patient is in-process made with herpetic encephalitis. It is well-proven in researches, that a herpetic encephalitis is 11.5% among sharp encephalitises.