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Nº de sexenios: 4: 3 CNAI, 1 Transferencia
Fecha del último concedido: 1/1/2021
Nº Tesis doctorales dirigidas en los últimos 10 años: 1
Citas totales: 862 citas totales en 68 documentos
Promedio de citas/año durante los últimos 5 años (sin incluir el año actual): 91,4
Publicaciones totales en primer cuartil (Q1): 10
Publicaciones totales en segundo cuartil (Q2): 10
Índice h: 15
Índice h desde 2019: 12
Índice i10: 21
Índice i10 desde 2019: 15
Journal articles
- Diaz-Guerra, David; Miguel, Antonio; Beltran, Jose R. Direction of arrival estimation of sound sources using icosahedral CNNs. IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. 2023. DOI: 10.1109/TASLP.2022.3224282
- Ospitia-Medina, Yesid; Beltrán, José Ramón; Baldassarri, Sandra. ENSA dataset: a dataset of songs by non-superstar artists tested with an emotional analysis based on time-series. PERSONAL AND UBIQUITOUS COMPUTING. 2023. DOI: 10.1007/s00779-023-01721-4
- Baldassarri, Sandra; García de Quirós, Jorge; Beltrán, José Ramón; Álvarez, Pedro. Wearables and machine learning for improving runners’ motivation from an affective perspective. SENSORS. 2023. DOI: 10.3390/s23031608
- Hernandez-Olivan, Carlos; Beltran, Jose R. Musicaiz: a python library for symbolic music generation, analysis and visualization. SOFTWAREX. 2023. DOI: 10.1016/j.softx.2023.101365
- Martínez Lahoz, Javier; Asiain Ansorena, David; Beltrán Blázquez, José Ramón. Impact of Thermal Variations and Soldering Process on Performance and Behavior of MEMS Capacitive Accelerometers. IEEE SENSORS JOURNAL. 2023. DOI: 10.1109/JSEN.2023.3321238
- Asiain, D.; Ponce de León, J.; Beltrán, J. R. MsWH: A multi-sensory hardware platform for capturing and analyzing physiological emotional signals. SENSORS. 2022. DOI: 10.3390/s22155775
- Diaz-Guerra, D.; Miguel, A.; Beltran, J.R. gpuRIR: A python library for room impulse response simulation with GPU acceleration. MULTIMEDIA TOOLS AND APPLICATIONS. 2021. DOI: 10.1007/s11042-020-09905-3
- Diaz-Guerra, D.; Miguel, A.; Beltran, J.R. Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks. IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. 2021. DOI: 10.1109/TASLP.2020.3040031
- Hernández-Oliván, Carlos; Zay Pinilla, Ignacio; Hernández-López, Carlos; Beltrán Blázquez, José Ramón. A Comparison of Deep Learning Methods for Timbre Analysis in Polyphonic Automatic Music Transcription. ELECTRONICS. 2021. DOI: 10.3390/electronics10070810
- Martínez, Javier; Asiain, David; Beltrán, José Ramón. Lightweight thermal compensation technique for MEMS capacitive accelerometer oriented to quasi-static measurements. SENSORS. 2021. DOI: 10.3390/s21093117
- Hernández Oliván, C.; Beltrán, J.R.; Diaz-Guerra, D. Music boundary detection using convolutional neural networks: a comparative analysis of combined input features. INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE. 2021. DOI: 10.9781/ijimai.2021.10.005
- Martínez, Javier; Asiain, David; Beltrán, José Ramón. Factory Oriented Technique for Thermal Drift Compensation in MEMS Capacitive Accelerometers. ENGINEERING PROCEEDINGS (BASEL). 2021. DOI: 10.3390/ecsa-8-11299
- Diaz-Guerra, D.; Beltran, J.R. Source cancellation in cross-correlation functions for broadband multisource DOA estimation. SIGNAL PROCESSING. 2020. DOI: 10.1016/j.sigpro.2019.107442
- Medina, Yesid O.; Beltrán, José Ramón; Baldassarri, Sandra. Emotional classification of music using neural networks with the MediaEval dataset. PERSONAL AND UBIQUITOUS COMPUTING. 2020. DOI: 10.1007/s00779-020-01393-4
- Ospitia Medina, Y.; Baldassarri, S.; Beltrán, J.R. High-level libraries for emotion recognition in music: A review. COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE. 2019. DOI: 10.1007/978-3-030-05270-6_12
- Torres Ruiz, J.; Buldain Pérez, J.D.; Beltran Blázquez, J.R. Arrhythmia detection using convolutional neural models. ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING. 2019. DOI: 10.1007/978-3-319-94649-8_15
- García de Quirós, J.; Baldassarri, S.; Beltrán, J.R.; Guiu, A.; Álvarez, P. An automatic emotion recognition system for annotating spotify’s songs. LECTURE NOTES IN COMPUTER SCIENCE. 2019. DOI: 10.1007/978-3-030-33246-4_23
- Álvarez, P.; Beltrán, J.R.; Baldassarri, S. DJ-Running: Wearables and Emotions for Improving Running Performance. ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING. 2019. DOI: 10.1007/978-3-030-02053-8_128
- Orrite, C.; Varona, M.A.; Estopinan, E.; Beltran, J.R. Portrait Segmentation by Deep Refinement of Image Matting. PROCEEDINGS - INTERNATIONAL CONFERENCE ON IMAGE PROCESSING. 2019. DOI: 10.1109/ICIP.2019.8799367
- Piedrafita Moreno, Ramón; Comín Sánchez, Diego; Beltrán Blázquez, José Ramón. Simulink® implementation and industrial test of Input Shaping techniques. CONTROL ENGINEERING PRACTICE. 2018. DOI: 10.1016/j.conengprac.2018.06.021
- Diaz-Guerra, D.; Beltran, J.R. Direction of arrival estimation with microphone arrays using SRP-PHAT and neural networks. PROCEEDINGS OF THE IEEE SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP. 2018. DOI: 10.1109/SAM.2018.8448492
- Villa Lopez, Jorge; Artigas Maestre, Jose Ignacio; Beltran Blazquez, José Ramon; Dominguez Vicente, Alberto ; Barragan Perez, Luis Angel. Analysis of acoustic noise spectrum of domestic induction heating systems controlled by phase-accumulator modulators. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 2018. DOI: 10.1109/TIE.2018.2870351
- Baldassarri, S.; Cerezo, E.; Beltrán, J.R. Immertable: A configurable and customizable tangible tabletop for audiovisual and musical control. ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES. 2017. DOI: 10.1145/3123818.3123842
- Baldassarri, Sandra; Marco, Javier; Bonillo, Clara; Cerezo, Eva; Beltrán Blázquez, José Ramón. ImmertableApp: Interactive and Tangible Learning Music Environment. LECTURE NOTES IN COMPUTER SCIENCE. 2016. DOI: 10.1007/978-3-319-39513-5_34
- Beltrán Blázquez, José Ramón; Beltran Blazquez, Fernando; Ponce de Leon Vazquez, Jesus. Instantaneous frequency estimation and representation of the audio signal through complex wavelet additive synthesis. INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING. 2014. DOI: 10.1142/S0219691314500301
- Ponce de Leon, Jesus; Beltran, Jose Ramon. Blind separation of overlapping partials in harmonic musical notes using amplitude and phase reconstruction. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING. 2012. DOI: 10.1186/1687-6180-2012-223
- Beltrán, J. R.;Ponce de León, J. Estimation of the instantaneous amplitude and the instantaneous frequency of audio signals using complex wavelets. SIGNAL PROCESSING. 2010
- Palacios, Guillermo; Beltran, José Ramón. Medical Image Segmentation by means of Multiresolution Analysis and Clustering Methods. IADAT JOURNAL OF ADVANCED TECHNOLOGY ON IMAGING AND GRAPHICS. 2005
- Beltran, J. R.;Beltran, F. A. Matlab Implementation of Reverberation Algorithms. JOURNAL OF NEW MUSIC RESEARCH. 2002
- Artigas, J. I.;Barragan, L. A.;Beltran, J. R.;Laloya, E.;Moreno, J. C.;Navarro, D.;Roy, A. Word length considerations on the hardware implementation of two-dimensional Mallat's wavelet transform. OPTICAL ENGINEERING. 1996
Conference presentations
- Medina, Yesid Ospitia ; Beltrán, José Ramón; Sanz, Cecilia; Baldassarri, Sandra. Dimensional emotion prediction through low-level musical features. ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES. 2019. DOI: 10.1145/3356590.3356626
- Palacios, G.;Beltran,J. R. A Wavelet Transform Based Multiresolution Edge Detection and Classification Schema - Art. no. 70000U. PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 2008
Scientific chapters
- Music Composition with Deep Learning: A Review. Hernández Oliván, Carlos; Beltrán Belbla, José Ramón. ADVANCES IN SPEECH AND MUSIC TECHNOLOGY. 2023
- Music Recommender Systems: A Review Centered on Biases. Beltrán Blázquez, José Ramón; Ospitia-Medina, Yesid;Baldassarri, Sandra;Sanz, Cecilia. ADVANCES IN SPEECH AND MUSIC TECHNOLOGY. COMPUTATIONAL ASPECTS AND APPLICATIONS. 2022
- Acoustic Room Impulse Response Simulation with GPUs. Díaz-Guerra Aparicio, David. ADVANCES IN SIGNAL PROCESSING AND ARTIFICIAL INTELLIGENCE, PROCEEDINGS OF THE 2ND ASPAI' 2020 CONFERENCE. 2020
- Complex Wavelet Additive Synthesis of Audio Signals: Introduction and Applications. Beltrán Blázquez, José Ramón; Ponce de León Vázquez, Jesús. ADVANCES IN SIGNAL PROCESSING: REVIEWS', VOL. 1, BOOK SERIES. 2018
- Immertable: a configurable and customizable tangible tabletop for audiovisual and musical control. Baldasarri, Sandra; Cerezo, Eva; Beltrán Blázquez, José Ramón. INTERACCIÓN '17 PROCEEDINGS OF THE XVIII INTERNATIONAL CONFERENCE ON HUMAN COMPUTER INTERACTION. 2017
- Multiresolution Approaches for Edge Detection and Classification Based on Discrete Wavelet Transform. José Ramón Beltrán; Raquel Lacuesta. DISCRETE WAVELET TRANSFORMS - ALGORITHMS AND APPLICATIONS. 2011
- Comparativa Cuantitativa de Métodos Docentes en una asignatura de Primer Curso de Ingeniería de Telecomunicación. Beltrán Blázquez, José Ramón; Buldain Pérez, Julio David. INNOVACIÓN DOCENTE, TECNOLOGÍAS DE LA INFORMACIÓN Y LA COMUNICACIÓN E INVESTIGACIÓN EDUCATIVA EN LA UNIVERSIDAD DE ZARAGOZA: CAMINANDO HACIA EUROPA. 2007
PhD supervision
- Análisis y síntesis de señales de audio mediante la Transformada Wavelet Continua y Compleja: El Algoritmo C.W.A.S. Universidad de Zaragoza. Apto cum laude. 06/07/12
- Contribuciones a la segmentación de imágenes. Aplicaciones biomédicas. Universidad de Zaragoza. Sobresaliente "Cum Laude". 21/12/09
UNIZAR teaching of the last six courses
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