WiSound™ is an innovative organization working as a hub between many international and multifunctional research teams and companies, innovative electronics manufacturers, and university partners.
We are especially proud of our cooperation with the leading Audio Laboratory of Patras University and professor Mourjopoulos.
You are welcome to visit the site Audio Lab to meet the researchers and get familiar with their projects lighting the future of audio technology.
Audio and Acoustic Technology Group (Audio Group)
of the Wire Communications Laboratory (WCL),
Department of Electrical & Computer Engineering,
University of Patras.
"HD Digital Multimedia Center with Intelligent Room Equalization System" was released in collaboration with the "Audio and Acoustic Technology" group from the University of Patras, BLUEdev, and Ergologic on December 2014.
The project created a central entertainment unit to provide:
1. Innovative Custom-tailored Automatic Room Equalization in two steps:
•The innovative EQ system sends all Speaker and Room measurements to Engineering Support via the network.
•The Engineering Support sends back custom-tailored DSP with EQ parameters for perfect sound in any room.
2. Intelligent Remote control with Microphone and touchscreen
3. Advanced Networking features and services
4. Full Media Player capabilities
The project was funded by the European Union.
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)
The following are only a few examples of the many publications of the Audio Laboratory of Patras University engineers and professor Mourjopoulos, related with our commonly developed projects.
For even more publications, the engineers who want to learn more are invited to visit http://www.wcl.ece.upatras.gr/audiogroup/publications/2012.html
- “Modeling the aesthetics of audio scene reproduction”, “The Technology of Binaural Understanding”, Mourjopoulos J., J. Blauert and J. Braasch editors, Springer 2021
- Low Filter Order Digital Equalization for Mobile Device Earphones, Kamaris G., Zachos P., Mourjopoulos J. J. Audio Eng. Soc. (2020)
- "Stereo Image Localization Maps for Loudspeaker Reproduction in Rooms." G. Kamaris, J. Mourjopoulos, presented at the 144th Audio Engineering Society International Pro Audio Convention, AES 2018, Milan, Italy, May 2018.
- “Dual-Band PWM for filterless class-D audio amplification”, K. Kaleris and J. Mourjopoulos, presented at the 144th Audio Engineering Society International Pro Audio Convention, AES 2018, Milan, Italy, May 2018.
- “Statistical analysis of coloration in audio signals”, G. Christopoulos, K. Kaleris, G. Kamaris, P. Hatziantoniou, J. Mourjopoulos presented at the Helenic Institute of Acoustics “ACOUSTICS2018” conference (in Greek), Patras, Greece, October 2018.
- “A method for up-mixing two channel stereo audio signals for surround sound reproduction”, D. Koutsaidis, G. Kamaris, J.Mourjopoulos, presented at the Helenic Institute of Acoustics “ACOUSTICS2018” conference (in Greek), Patras, Greece, October 2018.
- “Study and application of the pole-fitting method in headphones equalization” G. Kamaris, P. Hatziantoniou, M. Atsalis , J. Mourjopoulos, presented at the Helenic Institute of Acoustics “ACOUSTICS2018” conference (in Greek), Patras, Greece, October 2018.
- “Audio system spatial image evaluation via binaural feature classification”, G. Kamaris, S. Karlos, S. Terpinas, D. Koutsaidis, J.Mourjopoulos, 142nd Audio Eng. Soc. International Convention (AES 2017), Berlin, 2017.
- "Complex-smoothed phase study for digital acoustic responses correction", N. Memeletzoglou, E. Pasxou, P. Hatziantoniou, F. Kontomichos and J.Mourjopoulos, In Proc. of the Hellenic Institute of Acoustics "Acoustics 2016" conference (in Greek), Athens 2016.
- "PC-based room correction for audio", F. Kontomichos, N.A. Tatlas, P. Hatziantoniou, C. Papadakos, in AM ’15 Proceedings of the Audio Mostly 2015 on Interaction With Sound, Thessaloniki, Greece, 2015.
- “Low Frequency Room Response Study Excited via Multiple Subwoofers» (in Greek), G. Kamaris, Th. Altanis and J. Mourjopoulos, presented in the Acoustics 2014, Thessaloniki, 2014.
- “Sound Source Distance Estimation in Rooms based on Statistical Properties of Binaural Signals”, E. Georganti, T. May, S. van den Par, J. Mourjopoulos , IEEE Trans. on Audio, Speech and Lang. Proc., Vol. 21, p. 1727-1741, July/August 2013.
- “Extracting Room and Source-distance Information from Binaural Signals”, E. Georganti, T. May, S. van der Par, J. Mourjopoulos, chapter in the book “The Technology of Binaural Hearing”, J. Blauert editor, Springer 2013.
- “Binaural Dereverberation”, A.Tsilfidis, A. Westermann, J. Buchholz, E. Georganti, J. Mourjopoulos , chapter in the book “The Technology of Binaural Hearing”, J. Blauert editor, Springer 2013.
- "A Wiener Filter Approach to Microphone Leakage Reduction in Close-Microphone Applications", E. K. Kokkinis, J. D. Reiss and J. Mourjopoulos, IEEE Trans. on Audio, Speech and Lang. Proc., Vol. 20, p. 767-779, March 2012.
- "Automatic speech recognition performance in different room acoustic environments with and without dereverberation preprocessing", p. 380-395, 2013. A. Tsilfidis, I. Mporas, J. Mourjopoulos and N. Fakotakis, Computer Speech and Language, Vol. 27
- “Statistical properties of the close-microphone responses”, E. K. Kokkinis, E. Georganti and J. Mourjopoulos, 132nd Convention of the Audio Engineering Society, Budapest, Hungary, 2012.
- "On the statistics of binaural room transfer functions", E. Georganti, T. May, S. van de Par, J. Mourjopoulos, 132nd Convention of the Audio Engineering Society, Budapest, Hungary, 2012.
- "Smart Microphone Sensor System Platform." E. Kokkinis, K. Drossos, N.-A. Tatlas, A. Floros, A. Tsilfidis and K. Agavanakis. In Proc. of the 132th Convention of the Audio Engineering Society, Budapest, Hungary, 2012.
- "Speaker Distance Detection using a Single Microphone", E. Georganti, T. May, S. van de Par, A. Harma and J.Mourjopoulos, IEEE Transactions on Audio, Speech, and Language Processing, Vol.19 (7), p. 1949-1961, September 2011.
- "Blind single-channel suppression of late reverberation based on perceptual reverberation modeling" , A. Tsilfidis and J. Mourjopoulos, ,Journal of the Acoustical Society of America, 129(3), p. 1439-1451, 2011.
- "Binaural extension and performance of single-channel spectral subtraction dereverberation algorithms" , A. Tsilfidis, E. Georganti and J. Mourjopoulos, IEEE ICASSP, Prague, Czech Republic, 2011.
- "Suppression of late reverberation at multiple speaker positions utilizing a single impulse response measurement", A. Tsilfidis, E. K. Kokkinis and J. Mourjopoulos, Forum Acusticum, Aalborg, Denmark, 2011.
- "A binaural framework for spectral subtraction dereverberation" , A. Tsilfidis, E. Georganti and J. Mourjopoulos, Forum Acusticum (invited paper), Aalborg, Denmark, 2011.
- "Testing and simulation of a thermoacoustic loudspeaker prototype" , F. Kontomichos, A. Koutsioubas, J. Mourjopoulos, N. Spiliopoulos, A. Vradis, S. Vassilantonopoulos, presented at the Audio Engineering Society 126th Convention, Munich, Germany, May 2009.
- "Blind single-channel dereverberation for music post-processing" , A. Tsilfidis and J. Mourjopoulos , 130th Convention of the Audio Engineering Society, London, UK, 2011.
- "Joint noise and reverberation suppression for speech applications" , 130th Convention of the Audio Engineering Society, London, UK, 2011. 8] E. K. Kokkinis, A. Tsilfidis, E. Georganti and J. Mourjopoulos
- "Detection of 'solo intervals' in multiple microphone multiple source audio applications" , 130th Convention of the Audio Engineering Society, London, UK, 2011. [9] E. K. Kokkinis, J. Reiss and J. Mourjopoulos
- "Statistical Analysis of Binaural Room Impulse Responses" , 130th Convention of the Audio Engineering Society, London, UK, 2011. [10] E. Georganti, A. Tsilfidis and J. Mourjopoulos
- “Signal-dependent constraints for perceptually motivated suppression of late reverberation”, Signal Processing, Volume 90, pp. 959-965, 2010. (Elsevier Link: http://dx.doi.org/10.1016/j.sigpro.2009.09.020) A.Tsilfidis and J. Mourjopoulos
- "Unmixing Acoustic Sources in Real Reverberant Environments for Close-Microphone Applications", E. Kokkinis and J. Mourjopoulos, J. Aud. Eng. Soc., Vol. 58(11), pp. 907-922, Nov. 2010.
- “Design and performance of a Sigma-Delta Digital Loudspeaker Array prototype” , N. A. Tatlas, F. Kontomichos and J. Mourjopoulos, Journal of the Audio Engineering Society, Volume 57, Issue 1/2, pp. 38-45, January 2009.
- "Analysis of room transfer function and reverberant signal statistics" , E. Georganti, J. Mourjopoulos and F. Jacobsen, presented at the Acoustics ’08 Convention (in English), Paris, June-July 2008.
- "A Wireless PDA-based Acoustics Measurement Platform", P. Alexandridis, N.-A. Tatlas, P. Hatziantoniou and J. Mourjopoulos, presented at the Audio Engineering Society 122th Convention, Vienna, May 2007.
- "Perceptual Distortion Maps for Room Reverberation", T. Zarouchas and J. Mourjopoulos, presented at the Audio Engineering Society 122th Convention, Vienna, May 2007.
- "Wireless Digital Audio Delivery Analysis and Evaluation", N.A. Tatlas, A. Floros and J. Mourjopoulos, presented at the IEEE 31st International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toulouse, May 2006.
- "A Paradigm for Wireless Digital Audio Home Entertainment", [2] N. Kokkos, A. Floros, N.A. Tatlas and J. Mourjopoulos, presented at the Audio Engineering Society 120th Convention, Paris, May 2006.
- "Subjective Assessments of Real-Time Room Dereverberation and Loudspeaker Equalization", J. Worley, P. Hatziantoniou, J. Mourjopoulos, presented at the Audio Engineering Society 118th Convention, Barcelona, May 2005.
- "An Evaluation Tool for Wireless Digital Audio Applications", [3] N.-A. Tatlas, A. Floros, J. Mourjopoulos , presented at the Audio Engineering Society 118th Convention, Barcelona, May 2005.
- "BlueBox: A cable-free Digital Jukebox for compressed-quality Audio Delivery", [4] A. Floros, N.-A. Tatlas, J. Mourjopoulos , published in the IEEE Transactions on Consumer Electronics, Volume 51, No.2, May 2005
- "About room response equalization and dereverberation", [7] M. Karjalainen, T. Paatero, J. Mourjopoulos, P. D. Hatziantoniou, presented at the 2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (IEEE WASPAA '05), NewPaltz New York, October 2005.
- "Real-Time Room Equalization Based on Complex Smoothing: Robustness Results", [1] P. Hatziantoniou, J. Mourjopoulos , presented at the Audio Engineering Society 116th Convention, Berlin, May 2004.
- "Digital Loudspeaker Arrays driven by 1-bit signals", [2] N.-A. Tatlas and J. Mourjopoulos, presented at the Audio Engineering Society 116th Convention, Berlin, May 2004.
- "Errors in Real-Time Room Acoustics Dereverberation", [6] P. Hatziantoniou and J. Mourjopoulos, Journal of the Audio Engineering Society, Vol. 52, No. 9, pp. 883-899, September 2004.
- "Results for Room Acoustics Equalization Based on Smoothed Responses", [2] P. Hatziantoniou, J. Mourjopoulos, presented at the Audio Engineering Society 114th Convention, Amsterdam, March 2003
- "Towards the All-Digital Audio/Acoustic Chain: Challenges And Solutions", [3] N.-A. Tatlas, A. Floros, P. Hatziantoniou, and J. Mourjopoulos, presented at the Audio Engineering Society 23th Conference, Copenhagen, May 2003
- "A Study of Wireless Compressed Digital-Audio Transmission", A. Floros, M. Koutroubas, N.-A. Tatlas and J. Mourjopoulos, presented at the Audio Engineering Society 112th Convention, Munich, May 2002
- "A Distortion-free PWM Coder for All-digital Audio Amplifiers", [1] A. Floros, N. A. Tatlas and J. Mourjopoulos, presented at the Audio Engineering Society 110th Convention, Amsterdam, May 2001.
- "Room Masking:Understanding and Modelling the Masking of Room Reflections", [2] J. Buchholz, N. Mourjopoulos, J. Blauert, presented at the Audio Engineering Society 110th Convention, Amsterdam, May 2001.
- "Generalized Fractional-Octave Smoothing of Audio and Acoustic Responses", [2] P. Hatziantoniou, J. Mourjopoulos, Journal of the Audio Engineering Society, Vol. 48, No. 4, pp. 259 - 280, April 2000.
- "Perceptual Filters for Audio Signal Enhancement ", [1] Tsoukalas D., Mourjopoulos J., Kokkinakis G., Journal of the Audio Engineering Society, Vol. 45, No. 1/2, pp. 22-36, Jan./Feb. 1997.
- "Digital System for Loudspeaker and Room Equalisation", [3] Salamouris S., Politopoulos K., Tsakiris V., Mourjopoulos J., Audio Engineering Society 98th Convention, Paris, 1995.
- "Digital Equalization of Room Acoustics", [1] Mourjopoulos J., Journal of the Audio Engineering Society, Nov. 1994.
- "A Dedicated Processor for Time-varying Digital Audio Filters", [4] Nikolaidis S., Mourjopoulos J., Goutis E., IEEE Trans. on Circuits and Systems, 40(7), July 1993.
- "Pole and Zero Modeling of the Room Transfer Function", [1] Mourjopoulos J., Paraskevas M., Journal of Sound and Vibration, Vol. 146(2), pp. 281-302, 1991.
- "Theory and Real-time Implementation of Time Varying Digital Audio Filters", [1] Mourjopoulos J., Kyriakis-Bitzaros E., Goutis E., Journal of the Audio Engineering Society, Vol. 38, pp. 523-536, 1990.