Abstract—Julius is an open-source large-vocabulary speech recognition software used for both academic research and industrial applications. It executes real-time speech recognition of a 60k-word dictation task on low-spec PCs with small footprint, and even on embedded devices. Julius supports standard language models such as statistical N-gram model and rule-based grammars, as well as Hidden Ma...

M dwarf stars are the most common in Galaxy, dominating population of Galaxy by numbers at faint magnitudes. Precise and accurate stellar parameters for dwarfs crucial importance many studies. However, atmospheric difficult to be determined. In this paper, we present a catalog spectroscopic ($T_{eff}$ [M/H]) $\sim$ 300,000 observed both LAMOST Gaia using Stellar Label Machine (SLAM). We train S...

Large commercial sentiment analysis tools are often deployed in software engineering due to their ease of use. However, it is not known how accurate these are, and whether the ratings given by one tool agree with those another tool. We use two datasets - (1) NEWS consisting 5,880 news stories 60K comments from four social media platforms: Twitter, Instagram, YouTube, Facebook; (2) IMDB 7,500 po...

A bilingual corpus is vital for natural language processing problems, especially in machine translation. The larger and better quality the is, higher efficiency of resulting translation is. There are two popular approaches to building a corpus. first one automatically based on resources that available internet, typically websites. second approach construct manually. Automated construction metho...

Non-Oberbeck-Boussinesq (NOB) effects on the flow organization in two-dimensional Rayleigh-Bénard turbulence are numerically analyzed. The working fluid is water. We focus on the temperature profiles, the center temperature, the Nusselt number, and on the analysis of the velocity field. Several velocity amplitudes (or Reynolds numbers) and several kinetic profiles are introduced and studied; th...

University of Brasília, Molecular Biology Program, Campus Darcy Ribeiro, 70910-900, Brasília, DF, Brazil ([email protected]). EMBRAPA Genetic Resources and Biotechnology, Estação Parque Biológico, 70770910, Brasília, DF, Brazil ([email protected]). University of Florida, School of Forest Resources and Conservation, Forest Genomics Laboratory, 32611, Gainesville, FL, USA (mkirst@uf...

Self-supervised learning (SSL) achieves great success in speech recognition, while limited exploration has been attempted for other processing tasks. As signal contains multi-faceted information including speaker identity, paralinguistics, spoken content, etc., universal representations all tasks is challenging. To tackle the problem, we propose a new pre-trained model, WavLM, to solve full-sta...

Knowledge of population structure and genetic diversity within between wild farmed populations gilthead sea bream (Sparus aurata) European seabass (Dicentrarchus labrax) is important to achieve sustainable aquaculture production these species assess the risk impacts fish escaped from farms. Previous studies on have been based a limited number markers samples. In this study, features were assess...