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Parallel Processing of Multichannel Acoustic Signals on GPU and multicore devices
Projects of this area
Publications of this area
JOURNAL PAPERS
• Jose A. Belloch, José M. BadÃa, Diego F. Larios, Enrique Personal, Miguel Ferrer, Laura Fuster, Mihaita Lupoiu, Alberto Gonzalez, Carlos León, Antonio M. Vidal, Enrique S. Quintana-OrtÃ,
On the performance of a GPU-based SoC in a distributed spatial audio system,
The Journal of Supercomputing , 2021. doi:
10.1007/s11227-020-03577-4• Jose A. Belloch, A. Amor-Martin, D. GarcÃa-Donoro, Francisco J. Martinez, L. E. Garcia-Castillo ,
On the use of many-core machines for the acceleration of a mesh truncation technique for FEM,
The Journal of Supercomputing 75, n.3, 1686-1696 , 2019. doi:
10.1007/s11227-018-02739-9• Jose A. Belloch, Alberto Gonzalez, Enrique S. Quintana-OrtÃ, Miguel Ferrer, Vesa Välimäki,
GPU-Based Dynamic Wave Field Synthesis Using Fractional Delay Filters and Room Compensation,
IEEE Transactions on Audio, Speech, and Language Processing 25, n0. 2, 435 - 447, 2017. doi:
10.1109/TASLP.2016.2631338• Jose A. Belloch, Fran J. Alventosa, Pedro Alonso, Enrique S. Quintana-OrtÃ, Antonio M. Vidal,
Accelerating multi-channel filtering of audio signal on ARM processors,
The Journal of Supercomputing , 1 - 12, 2016. doi:
10.1007/s11227-016-1689-8• Jorge Lorente, Miguel Ferrer, Maria de Diego, Alberto Gonzalez,
The Frequency Partitioned Block Modified Filtered-X NLMS with Orthogonal Correlation Factors for Multichannel Active Noise Control,
Digital Signal Processing 43, 47 - 58, 2015. doi:
10.1016/j.dsp.2015.05.003• Jose A. Belloch, Alberto Gonzalez, Antonio M. Vidal, Maximo Cobos,
On the Performance of Multi-GPU-Based Expert Systems for Acoustic Localization Involving Massive Microphone Arrays,
Expert Systems with Applications (Elsevier, ISSN: 0957-4174) 42, n0.13, 5607 - 5620, 2015. doi:
10.1016/j.eswa.2015.02.056• Jorge Lorente, Miguel Ferrer, Maria de Diego, Alberto Gonzalez,
GPU Implementation of Multichannel Adaptive Algorithms for Local Active Noise Control,
Audio, Speech, and Language Processing, IEEE/ACM Transactions on 22, no.11, 1624 - 1635, 2014. doi:
10.1109/TASLP.2014.2344852• Jose A. Belloch, Miguel Ferrer, Alberto Gonzalez, Francisco J. Martinez, Antonio M. Vidal, Headphone-based virtual spatialization with a GPU accelerator, Journal of the Audio Engineering Society 61, no.7/8, 546 - 561, 2013.
• Jose A. Belloch, Alberto Gonzalez, Francisco J. Martinez, Antonio M. Vidal,
Multichannel massive audio processing for a generalized crosstalk cancellation and equalization application using GPUs,
Integrated Computer-Aided Engineering 20, no.2, 169 - 182, 2013. doi:
10.3233/ICA-130422• Jorge Lorente, Miguel Ferrer, Jose A. Belloch, Gema Piñero, Maria de Diego, Alberto Gonzalez, Antonio M. Vidal, Real-time adaptive algorithms using GPU’s, Waves ISSN:1889-8297 4, 2012.
• Jose A. Belloch, Alberto Gonzalez, Francisco J. Martinez, Antonio M. Vidal,
Real-Time massive convolution for audio applications on GPU,
Journal of Supercomputing, ISSN: 0920-8542 , 1 - 9, 2011. doi:
10.1007/s11227-011-0610-8• Alberto Gonzalez, Jose A. Belloch, Gema Piñero, Jorge Lorente, Miguel Ferrer, Sandra Roger, Carles Roig, Francisco J. Martinez, Maria de Diego, Pedro Alonso, VÃctor M. Garcia, Enrique S. Quintana-OrtÃ, Alfredo Remon, Antonio M. Vidal, Applications of Multi-core and GPU Architectures on Signal Processing: Case Studies., Waves 2, 86-96, 2010.
• Alberto Gonzalez, Jose A. Belloch, Francisco J. Martinez, Pedro Alonso, VÃctor M. Garcia, Enrique S. Quintana-OrtÃ, Alfredo Remon, Antonio M. Vidal, The Impact of the Multi-core Revolution on Signal Processing, Waves 2, 74-85, 2010.
• Alberto Gonzalez, Antonio Vidal, J. Gonzalez, Gema Piñero, Jose Javier Lopez, Maria de Diego, Miguel Ferrer, Pedro Zuccarello, Laura Fuster, Francisco J. Martinez, P. Alonso, J.M. BadÃa, Development and implementation of signal processing and high performance computing algorithms for 3D audio, WSEAS Transactions on Acoustics and Music, ISSN 1109-9577 1, 50-55, 2004.
CONFERENCE PAPERS
• Jose A. Belloch, Carla Ramiro, Enrique S. Quintana-OrtÃ, Antonio M. Vidal, Performance Evaluation of the Iteratively Reweighted Least Squares Algorithm (IRLS) on a Multi-core Platform, 16th International Conference on Computational and Mathematical Methods in Science and Engineering , Rota, Spain, 2016. • Jose A. Belloch, Alberto Gonzalez, Francisco D. Igual, Enrique S. Quintana-OrtÃ, Optimization of Binaural Sound Virtualization on Low-Power ARMv7 Multicore Processors, HIPEAC Conference , Prague, Czech Republic, 2016.
• Jose A. Belloch, Fran J. Alventosa, Pedro Alonso, Enrique S. Quintana-OrtÃ, Antonio M. Vidal, Multichannel filtering of Audio signals on the ARM Cortex-A15 architecture, 16th International Conference on Computational and Mathematical Methods in Science and Engineering , Rota, Spain, 2016.
• Jose A. Belloch, Alberto Gonzalez, Rafael Mayo, Antonio M. Vidal, Enrique S. Quintana-OrtÃ,
Evaluating the potential of low power systems for headphone-based spatial audio applications,
Procedia Computer Science , 191 - 200
International Conference on Computational Science, ICCS 2015 , ReykjavÃk, Iceland, 2015. doi:
10.1016/j.procs.2015.05.224• Jose A. Belloch, Maximo Cobos, Alberto Gonzalez, Enrique S. Quintana-Orti,
Real-time sound source localization on an embedded GPU using a spherical microphone array,
Procedia Computer Science , 201 - 210
International Conference on Computational Science, ICCS 2015 , ReykjavÃk, Iceland, 2015. doi:
10.1016/j.procs.2015.05.226• Jose A. Belloch, B. Bank, L. Savioja, Alberto Gonzalez, V. Välimäki, Multi-channel IIR Filtering of Audio Signals Using a GPU, International Conference on Acoustics, Speech and Signal Processing , Florencia, Italy, 2014.
• Jose A. Belloch, Laura Fuster, Enrique S. Quintana, Antonio M. Vidal, Alberto Gonzalez, Prestaciones de un sistema de reproducción Wave Filed Synthesis (WFS) utilizando unidades de procesamiento gráfico, XXV Congreso Español de Acústica - Tecniacústica , Murcia, Spain, 2014.
• Jorge Lorente, Miguel Ferrer, Maria de Diego, Alberto Gonzalez, GPU Based Implementation of Multichannel Adaptive Room Equalization, International Conference on Acoustics, Speech and Signal Processing , Florencia, Italy, 2014.
• Jose A. Belloch, J. Parker, L. Savioja, Alberto Gonzalez, V. Välimäki, Dynamic Range Reduction of Audio Signals Using Multiple Allpass filters on a GPU accelerator, 22nd European Signal Processing Conference , Lisbon, Portugal, 2014.
• Jorge Lorente, Miguel Ferrer, Maria de Diego, Alberto Gonzalez, Algoritmo NLMS-OCF en el dominio de la frecuencia aplicado a control activo de ruido, XXV Congreso Español de Acústica - Tecniacústica , Murcia, Spain, 2014.
• Jorge Lorente, Miguel Ferrer, Maria de Diego, Jose A. Belloch, Alberto Gonzalez, GPU Implementation of a Frequency-Domain Modified Filtered-X LMS Algorithm for Multichannel Local Active Noise Control, 52nd AES Conference on Sound Field Control-Engineering and Perception , Guildfor, United Kingdom, 2013.
• Jose A. Belloch, Alberto Gonzalez, Antonio M. Vidal, Maximo Cobos, Real-Time Sound Source Localization on Graphics Processing Units, International Conference on Computational Science 2013 , Barcelona, Spain, 2013.
• Jose A. Belloch, Miguel Ferrer, Alberto Gonzalez, Jorge Lorente, Antonio M. Vidal, GPU-based WFS systems with mobile Virtual Sound Sources and Room Compensation, 52nd AES Conference on Sound Field Control-Engineering and Perception , Guildfor, United Kingdom, 2013.
• Jorge Lorente, Jose A. Belloch, Miguel Ferrer, Alberto Gonzalez, Maria de Diego, Antonio M. Vidal, Active Noise Control Using Graphics Processing Units, ICSV , Vilnius, Lithuania, 2012.
• Jorge Lorente, Jose A. Belloch, Miguel Ferrer, Alberto Gonzalez, Maria de diego, Antonio M. Vidal, Multichannel Active Noise Control System Over Graphics Processing Units, Internoise , New York, USA, 2012.
• Jose A. Belloch, Miguel Ferrer, Alberto Gonzalez, Francisco J. Martinez, Antonio M. Vidal,
Headphone-based Spatial Sound with a GPU Accelerator,
International Conference on Computational Science, ICCS 2012 , Omaha, USA, 2012. doi:
10.1016/j.procs.2012.04.013• Jorge Lorente, Gema Piñero, Antonio Vidal, Jose A. Belloch, Alberto Gonzalez, Parallel Implementations of Beamforming Design and Filtering for Microphone Array Applications, 19th European Signal Processing Conference (EU-
SIPCO'11) , Barcelona, Spain, 2011.
• Jose A. Belloch, Alberto Gonzalez, Francisco J. Martinez, Antonio M. Vidal, A real-time crosstalk canceller on a notebook GPU, IEEE ICME 2011 , Barcelona, Spain, 2011.
• Miguel Ferrer, Alberto Gonzalez, Maria de Diego, Gema Piñero, Filtered-X LMS adaptive algorithms on multicore processors systems, International Congress on Sound and Vibration (ICSV18) , Rio de Janeiro, Brazil, 2011.
• Jose A. Belloch, Francisco J. Martinez, Antonio M. Vidal, Alberto Gonzalez, Analysis of GPU thread structure in a multichannel audio application, 11th International Conference on Computational and Mathematical Methods in Science and Engineering-- CMMSE'11 , Benidorm, Spain, 2011.
• Alberto Gonzalez, Miguel Ferrer, Maria de Diego, Carles Roig, Gema Piñero, Convex combination strategies for Active Noise Control on Multicore Processor, 17th International Congress on sound and vibration , El Cairo, Egypt, 2010.
• Jose A. Belloch, Alberto Gonzalez, Francisco J. Martinez, Antonio M. Vidal, Multichannel acoustic signal processing on GPU, 10th International Conference on Computational and Mathematical Methods in Science and Engineering-- CMMSE'10 , AlmerÃa, Spain, 2010.
• Alberto Gonzalez, Miguel Ferrer, Maria de Diego, Carles Roig, Multichannel Filtered-X LMS for Active Noise Control on Multicore Systems, Internoise 2010 , Lisboa, Portugal, 2010.
• Jose A. Belloch, Alberto Gonzalez, Francisco J. Martinez, Antonio M. Vidal, Real-time Multichannel Audio Convolution, GPU Technology Conference 2010 , San Jose, California, USA, 2010.
• Pedro Alonso, Jose A. Belloch, Alberto Gonzalez, E. S. Quintana-Orti, A. Remon and Antonio M. Vidal, Evaluacion de bibliotecas de altas prestaciones para el calculo
de la FFT en procesadores multinúcleo y GPUs, II Workshop en Aplicaciones
de Nuevas Arquitecturas de Consumo y Altas Prestaciones (ANACAP) , Mostoles, Spain, 2009.
• P. Alonso, J.M. BadÃa, Alberto Gonzalez, Antonio Vidal, Parallel design of multichannel inverse filters for audio reproduction, 15th IASTED International Conference Parallel and Distributed Computing and Systems (PDCS 2003) , Marina del Rey, California, USA, 2004.
• Alberto Gonzalez, Antonio Vidal, J. Gonzalez, Gema Piñero, Jose Javier Lopez, Maria de Diego, Miguel Ferrer, Pedro Zuccarello, Laura Fuster, Francisco J. Martinez, P. Alonso, J.M. BadÃa, Development and implementation of signal processing and high performance computing algorithms for 3D audio, 4th WSEAS International Conference on Acoustics, Music, Speech and Language Processing (ICAMSL 2003) , Puerto de la Cruz, Tenerife, España, 2004.
TESIS
• Jorge Lorente, Adaptive signal processing for multichannel sound using high performance computing, Prof. Alberto González and Dr. Miguel Ferrer, 2015. • Jose A. Belloch, Performance Improvement of Multichannel Audio by Graphics Processing Units, Prof. Alberto González and Prof. Antonio M. Vidal, 2014.