Developing keyword spotting method for the Polish language
Journal Title: Annals of Computer Science and Information Systems - Year 2018, Vol 17, Issue
Abstract
The paper presents the application of unsupervised method to word detection in recorded speech for the spoken Polish language. The method utilizes similarity measure between analyzed speech and a pattern synthesized from pure text. Dynamic time warping algorithm is applied for time alignment and the resulting alignment path defines an input to the classifier. The classification process involves calculation of cost function and extraction of the projected sequence of Human-Factor Cepstral Coefficients, both of which are compared with the threshold values. The results obtained after application of the method to the CLARIN-PL Mobile Corpus are encouraging to develop this method for the Polish language.
Authors and Affiliations
Łukasz Laszko
Usability Of An E-Commerce Website Using Information Mining and Artificial Intelligence
Everyday a number of people are launching new websites of which many are e-Commerce websites. E-Commerce website means business and to have business they have to be useful to the customer. So, it is very important for th...
Ranking Rough Sets in Pawlak Approximation Spaces
By the cardinality of finite sets, interval numbers can be assigned to rough sets which are represented by nested sets. Borrowing two different comparison methods from Multiple Attribute Decision Making analysis, rough s...
Adopting a Digital Business Operating System
The role of software in society and in industry in particular continues to grow exponentially. Most companies either have or are in the process of adoption continuous deployment of their software at products in the field...
Proposal for simplified implementation of risk assessment method for measuring instruments
Legal Metrology is the economic sector where measuring instruments subject to legal control (taximeters, electricity meters, etc.) are used. In this field, constant growth of Measuring Instruments using ICT technology is...
Development of crowd investing on the basis of ICO crypto assets using block-options for the supply of electric generation capacity
Attraction of investments into the electric power industry is complicated by a number of problems related to the long payback period and instability of the conditions on the market. Investors in the electric power indust...