Maximo Cobos

Orcid: 0000-0001-7318-3192

According to our database1, Maximo Cobos authored at least 79 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep-Learning-Based Radio Map Reconstruction for V2X Communications.
IEEE Trans. Veh. Technol., March, 2024

2023
AI-IoT Platform for Blind Estimation of Room Acoustic Parameters Based on Deep Neural Networks.
IEEE Internet Things J., 2023

Towards the Creation of Tools for Automatic Quality of Experience Evaluation with Focus on Interactive Virtual Environments.
Proceedings of the 2023 ACM International Conference on Interactive Media Experiences, 2023

Towards the Creation of Scalable Tools for automatic Quality of Experience Evaluation and a Multi-Purpose Dataset for Affective Computing.
Proceedings of the 2023 ACM International Conference on Interactive Media Experiences, 2023

Zero-Shot Anomalous Sound Detection in Domestic Environments Using Large-Scale Pretrained Audio Pattern Recognition Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Acoustic Source Localization in the Spherical Harmonics Domain Exploiting Low-Rank Approximations.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Performance analysis of a millimeter wave MIMO channel estimation method in an embedded multi-core processor.
J. Supercomput., 2022

An Open-Set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments.
Pattern Recognit. Lett., 2022

Data-based spatial audio processing.
EURASIP J. Audio Speech Music. Process., 2022

An overview of machine learning and other data-based methods for spatial audio capture, processing, and reproduction.
EURASIP J. Audio Speech Music. Process., 2022

AI-assisted affective computing and spatial audio for interactive multimodal virtual environments: research proposal.
Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

Sparsity-Based Sound Field Separation in the Spherical Harmonics Domain.
Proceedings of the IEEE International Conference on Acoustics, 2022

On the Performance of Deep Learning Models for Respiratory Sound Classification Trained on Unbalanced Data.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Acceleration of the TSDCE MIMO Channel Estimation Algorithm on a Multi-core Platform.
Proceedings of the EATIS 2022: 11th Euro American Conference on Telematics and Information Systems, Aveiro, Portugal, June 1, 2022

2021
Fast Channel Estimation in the Transformed Spatial Domain for Analog Millimeter Wave Systems.
IEEE Trans. Wirel. Commun., 2021

Ray-Space-Based Multichannel Nonnegative Matrix Factorization for Audio Source Separation.
IEEE Signal Process. Lett., 2021

Task 1A DCASE 2021: Acoustic Scene Classification with mismatch-devices using squeeze-excitation technique and low-complexity constraint.
CoRR, 2021

TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs.
CoRR, 2021

Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification.
CoRR, 2021

Low-complexity AoA and AoD Estimation in the Transformed Spatial Domain for Millimeter Wave MIMO Channels.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Squeeze-Excitation Convolutional Recurrent Neural Networks for Audio-Visual Scene Classification.
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020
Design and Implementation of Acoustic Source Localization on a Low-Cost IoT Edge Platform.
IEEE Trans. Circuits Syst., 2020

Adaptive Distance-Based Pooling in Convolutional Neural Networks for Audio Event Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Frequency-Sliding Generalized Cross-Correlation: A Sub-Band Time Delay Estimation Approach.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Open Set Audio Classification Using Autoencoders Trained on Few Data.
Sensors, 2020

Performance comparison of container orchestration platforms with low cost devices in the fog, assisting Internet of Things applications.
J. Netw. Comput. Appl., 2020

Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs.
CoRR, 2020

On the performance of different excitation-residual blocks for Acoustic Scene Classification.
CoRR, 2020

An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments.
CoRR, 2020

A Comparative Analysis of Residual Block Alternatives for End-to-End Audio Classification.
IEEE Access, 2020

Acoustic Scene Classification With Squeeze-Excitation Residual Networks.
IEEE Access, 2020

An Efficient Implementation of Parallel Parametric HRTF Models for Binaural Sound Synthesis in Mobile Multimedia.
IEEE Access, 2020

Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Listen Carefully and Tell: An Audio Captioning System Based on Residual Learning and Gammatone Audio Representation.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

Anomalous Sound Detection using Unsupervised and Semi-Supervised Autoencoders and Gammatone Audio Representation.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019
Accelerating the SRP-PHAT algorithm on multi- and many-core platforms using OpenCL.
J. Supercomput., 2019

Combining Inter-Subject Modeling with a Subject-Based Data Transformation to Improve Affect Recognition from EEG Signals.
Sensors, 2019

Practical Considerations for Acoustic Source Localization in the IoT Era: Platforms, Energy Efficiency, and Performance.
IEEE Internet Things J., 2019

On the performance of residual block design alternatives in convolutional neural networks for end-to-end audio classification.
CoRR, 2019

DCASE 2019: CNN depth analysis with different channel inputs for Acoustic Scene Classification.
CoRR, 2019

SART3D: A MATLAB toolbox for spatial audio and signal processing education.
Comput. Appl. Eng. Educ., 2019

Sound Event Envelope Estimation in Polyphonic Mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2019

Self-Localization of Distributed Microphone Arrays Using Directional Statistics with DoA Estimation Reliability.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Adaptive Mid-Term Representations for Robust Audio Event Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

On the Design of Probe Signals in Wireless Acoustic Sensor Networks Self-Positioning Algorithms.
IEEE Signal Process. Lett., 2018

Spatio-Temporal Analysis of Urban Acoustic Environments with Binaural Psycho-Acoustical Considerations for IoT-Based Applications.
Sensors, 2018

Virtual Acoustic Rendering in Old Spaces: Application to an Early-Modern Theatre in València, "L'Olivera".
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2018

2017
Wireless Acoustic Sensor Networks and Applications.
Wirel. Commun. Mob. Comput., 2017

A Survey of Sound Source Localization Methods in Wireless Acoustic Sensor Networks.
Wirel. Commun. Mob. Comput., 2017

A Robust Wrap Reduction Algorithm for Fringe Projection Profilometry and Applications in Magnetic Resonance Imaging.
IEEE Trans. Image Process., 2017

A Parallel Approach to HRTF Approximation and Interpolation Based on a Parametric Filter Model.
IEEE Signal Process. Lett., 2017

Steered Response Power Localization of Acoustic Passband Signals.
IEEE Signal Process. Lett., 2017

Analysis of data fusion techniques for multi-microphone audio event detection in adverse environments.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

On the Use of a GPU-Accelerated Mobile Device Processor for Sound Source Localization.
Proceedings of the International Conference on Computational Science, 2017

2016
Simultaneous Ranging and Self-Positioning in Unsynchronized Wireless Acoustic Sensor Networks.
IEEE Trans. Signal Process., 2016

Room Acoustics Analysis Using Circular Arrays: A Comparison Between Plane-Wave Decomposition and Modal Beamforming Approaches.
Circuits Syst. Signal Process., 2016

A case study on feature sensitivity for audio event classification using support vector machines.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Development of a HMD for Virtual Acoustics. Application in a World Heritage (UNESCO) Building from the Valencian Civil Gothic.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2016

2015
Subjective quality assessment of multichannel audio accompanied with video in representative broadcasting genres.
Multim. Syst., 2015

On the performance of multi-GPU-based expert systems for acoustic localization involving massive microphone arrays.
Expert Syst. Appl., 2015

Real-time Sound Source Localization on an Embedded GPU Using a Spherical Microphone Array.
Proceedings of the International Conference on Computational Science, 2015

2014
Cumulative-sum-based localization of sound events in low-cost wireless acoustic sensor networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Sound distance perception comparison between Wave Field Synthesis and Vector Base Amplitude Panning.
Proceedings of the 6th International Symposium on Communications, 2014

A note on the modified and mean-based steered-response power functionals for source localization in noisy and reverberant environments.
Proceedings of the 6th International Symposium on Communications, 2014

2013
Nonnegative signal factorization with learnt instrument models for sound source separation in close-microphone recordings.
EURASIP J. Adv. Signal Process., 2013

Real-Time Sound Source Localization on Graphics Processing Units.
Proceedings of the International Conference on Computational Science, 2013

Automatic Detection and Characterization of Acoustic Plane-Wave Reflections Using Circular Microphone Arrays.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
Maximum a Posteriori Binary Mask Estimation for Underdetermined Source Separation Using Smoothed Posteriors.
IEEE Trans. Speech Audio Process., 2012

2011
A Modified SRP-PHAT Functional for Robust Real-Time Sound Source Localization With Scalable Spatial Sampling.
IEEE Signal Process. Lett., 2011

Computer-based detection and classification of flaws in citrus fruits.
Neural Comput. Appl., 2011

Two-microphone multi-speaker localization based on a Laplacian Mixture Model.
Digit. Signal Process., 2011

Singing Voice Separation from Stereo Recordings Using Spatial Clues and Robust F0 Estimation.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

Blind Estimation of Reverberation Time from Monophonic Instrument Recordings Based on Non-Negative Matrix Factorization.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

Real time speaker localization and detection system for camera steering in multiparticipant videoconferencing environments.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
A Sparsity-Based Approach to 3D Binaural Sound Synthesis Using Time-Frequency Array Processing.
EURASIP J. Adv. Signal Process., 2010

2009
Defect Detection and Classification in Citrus Using Computer Vision.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Rear and side reproduction of elevated sources in Wave-Field Synthesis.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Improving Isolation of Blindly Separated Sources Using Time-Frequency Masking.
IEEE Signal Process. Lett., 2008

Stereo audio source separation based on time-frequency masking and multilevel thresholding.
Digit. Signal Process., 2008


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