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Šifra:
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86450
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ECTS:
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4
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Lecturers in charge:
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Prof. dr. sc.
Davor Petrinović
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Lecturers:
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dipl. ing.
Branimir Dropuljić - Laboratory exercises
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Take exam:
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Studomat
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English level:
1,0,0
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All teaching activities will be held in Croatian. However, foreign students in mixed groups will have the opportunity to attend additional office hours with the lecturer and teaching assistants in English to help master the course materials. Additionally, the lecturer will refer foreign students to the corresponding literature in English, as well as give them the possibility of taking the associated exams in English.
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Load:
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| Lecture type | Total |
| Lectures |
26 |
| Laboratory exercises |
4 |
* Load is given in academic hour (1 academic hour = 45 minutes)
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Description:
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Course gives fundamentals of digital speech processing and its applications in
communications and multimedia. Digital speech modeling, parametric models. Speech
analysis, parameter estimation for vocal tract model and excitation model. Most important
speech models and their properties. Speech coding and applications. Automatic speech and
speaker recognition, language detection. Speech feature vectors, Cepstral analysis. Statistical
models for speech recognition, Hidden Markov Model, Gaussian Mixture Model, training
procedures for statistical models. Acoustical and lexical models. Speech synthesis, diphonic,
threephonic. Speech normalization and modification. Examples of systems for speech
coding, recognition and synthesis.
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Literature:
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- Fundamentals of speech recognition; Rabiner, L., Juang, B-H; Prentice Hall, Englewood Cliffs, New Jersey; 1993; ISBN: 978-0130151575
- Speech coding and synthesis; Kleijn, W.B., Paliwal, K.K.; Elsevier; 1995; ISBN: 978-0444821690
- Digital speech, Coding for low bit rate communication systems; Kondoz A.M.; John Wiley & Sons; 1994; ISBN: 978-0471950646
- Digitalna obrada govora, Zavodska skripta; Petrinović, D.; FER, ZESOI; 2002
- Uvod u digitalnu obradbu govora koristenjem Matlaba; Petrinović, D.; FER, Udžbenici sveučilišta u Zagrebu; 2010
- Laboratorijske vježbe iz digitalne obrade govora, Zavodska skripta Petrinović, D. FER, ZESOI 2003
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1. semester
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Information Processing
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3. semester
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