Speech processing

Laboratory: SPLab
Garant: prof. Ing. Zdeněk Smékal, CSc.
Area of study: Data-mining, Human-machine interaction
Level and semester: Master's studies, 4th semester

Goal

The aim of the course is to give a comprehensive overview of speech communication systems. It is designed for students who want to learn the basic and advanced techniques of speech processing, synthesis and recognition. Apart from the basic principles of speaker identification the students will become familiar with problems of separating speech from noisy background and with principles of automatic speech recognition.

Learning outcomes and competences

The students will have a clear idea of the model of speech generation, the analysis of speech signals and the classical marks of speech signal. They will furher be made familiar with prediction analysis, spectrogram and homomorphous analysis used in the techniques of automatic recognition of commands.In addition to the classical methods the students will be introduced to the basic principles of the speaker identification technique, with problems of separating speech from noisy acoustic background, and also with the latest trends in the field of automatic speech recognition.

Annotation

The course gives a comprehensive view of of the present-day solution of major problems occurring in speech communication systems. It is designed for students who want to understand and have a command of both basic and advanced tgechniques of speech processing, synthesis and recognition.

University link:

http://www.vutbr.cz/en/studies/ects-catalogue/course-detail?apid=112864

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