phy696 - Advanced Topics Speech and Audio Processing
Module label | Advanced Topics Speech and Audio Processing |
Modulkürzel | phy696 |
Credit points | 6.0 KP |
Workload | 180 h
( Attendance: 56 hrs, Self study: 124 hrs )
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Institute directory | Institute of Physics |
Verwendbarkeit des Moduls |
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Zuständige Personen |
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Prerequisites | Basic principles of signal processing (preferably successfully completed the course Signal- und Systemtheorie and/or Blockpraktikum Digitale Signalverarbeitung) |
Skills to be acquired in this module | The students will gain in-depth knowledge on the subjects' speech and audio processing. The practical part of the course mediates insight about important properties of the methods treated in a self-study approach, while the application and transfer of theoretical concepts to practical applications is gained by implementing algorithms on a computer. |
Module contents | After reviewing the basic principles of speech processing and statistical signal processing (adaptive filtering, estimation theory), this course covers techniques and underlying algorithms that are essential in many modern-day speech communication and audio processing systems (e.g. mobile phones, hearing aids, headphones): acoustic echo and feedback cancellation, noise reduction, dereverberation, microphone and loudspeaker array processing, active noise control. During the exercises a typical hands-free speech communication or audio processing system is implemented (in Matlab). |
Literaturempfehlungen | J. Benesty, M. M. Sondhi, Y. Huang: Handbook of Speech Processing, Springer, 2008.; P. Vary, R. Martin: Digital Speech Transmission, Wiley, 2006.; P. Loizou: Speech Enhancement: Theory and Practice, CRC Press, 2007.; S. Vaseghi: Advanced Digital Signal Processing and Noise Reduction, Wiley, 2006.; S. Haykin: Adaptive Filter Theory, Prentice Hall, 2013. |
Links | |
Language of instruction | English |
Duration (semesters) | 1 Semester |
Module frequency | |
Module capacity | unlimited |
Examination | Prüfungszeiten | Type of examination |
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Final exam of module | Exam or presentation or oral exam or homework or practical report |
Form of instruction | Lecture |
SWS | 4 |
Frequency | SoSe oder WiSe |