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ORCIDHumberto Pérez Espinosa
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2020 – today
- 2024
[j25]Benjamín Gutiérrez-Serafín
, Javier Andreu-Perez, Humberto Pérez Espinosa, Silke Paulmann, Weiping Ding:
Toward assessment of human voice biomarkers of brain lesions through explainable deep learning. Biomed. Signal Process. Control. 87(Part B): 105457 (2024)- [j24]Daniel Fajardo-Delgado, Isabel G. Vázquez-Gómez, Humberto Pérez Espinosa:
Addressing subjectivity in paralinguistic data labeling for improved classification performance: A case study with Spanish-speaking Mexican children using data balancing and semi-supervised learning. Comput. Speech Lang. 88: 101652 (2024) - [j23]Ansel Y. Rodríguez-González, Humberto Pérez Espinosa, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López:
Thematic Section: Advances in Pattern Recognition. Computación y Sistemas (CyS) 28(1) (2024) - [c13]Artem Abzaliev, Humberto Pérez Espinosa, Rada Mihalcea:
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification. LREC/COLING 2024: 16480-16486 - [c12]Eliaf Y. Garcia-Loya, Mariel Urbina-Escalante, Verónica Reyes-Meza, Humberto Pérez Espinosa, Irvin Hussein López-Nava:
Mapping Activities onto a Two-Dimensional Emotions Model for Dog Emotion Recognition Using Inertial Data. MCPR 2024: 107-118 - [i2]Artem Abzaliev, Humberto Pérez Espinosa, Rada Mihalcea:
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification. CoRR abs/2404.18739 (2024) - 2023
- [j22]Carlos Alberto Aguilar-Lazcano, Ismael Edrein Espinosa-Curiel, Jorge Alberto Ríos-Martínez, Francisco Alejandro Madera-Ramírez, Humberto Pérez Espinosa:
Machine Learning-Based Sensor Data Fusion for Animal Monitoring: Scoping Review. Sensors 23(12): 5732 (2023) - [c11]Cristian A. Ospina-De la Cruz, Humberto Pérez Espinosa, Mariel Urbina-Escalante, Verónica Reyes-Meza, Jorge Ríos-Martínez:
Automatic Assessment of Canine Trainability Using Heart Rate Responses to Positive and Negative Emotional Stimuli. MICAI (2) 2023: 142-156 - [e1]Ansel Yoan Rodríguez-González, Humberto Pérez Espinosa, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López:
Pattern Recognition - 15th Mexican Conference, MCPR 2023, Tepic, Mexico, June 21-24, 2023, Proceedings. Lecture Notes in Computer Science 13902, Springer 2023, ISBN 978-3-031-33782-6 [contents] - 2022
- [j21]Víctor Ocyel Chavez-Guerrero, Humberto Pérez Espinosa, María Eugenia Puga Nathal, Verónica Reyes-Meza:
Classification of Domestic Dogs Emotional Behavior Using Computer Vision. Computación y Sistemas 26(1) (2022) - [j20]Humberto Pérez Espinosa, Benjamín Gutiérrez-Serafín, Juan Martínez-Miranda, Ismael Edrein Espinosa-Curiel:
Automatic children's personality assessment from emotional speech. Expert Syst. Appl. 187: 115885 (2022) - [j19]Taku Utsuki-Alexander, Jorge Ríos-Martínez, Francisco Alejandro Madera-Ramírez, Humberto Pérez Espinosa:
Towards an intelligent personal assistant for hearing impaired people. J. Intell. Fuzzy Syst. 42(5): 4315-4326 (2022) - [j18]Miguel Ángel Álvarez-Carmona, Ramón Aranda, Ansel Y. Rodríguez-González, Daniel Fajardo-Delgado, María Guadalupe Sánchez, Humberto Pérez Espinosa, Juan Martínez-Miranda, Rafael Guerrero-Rodríguez, Lázaro Bustio-Martínez, Ángel Díaz-Pacheco:
Natural language processing applied to tourism research: A systematic review and future research directions. J. King Saud Univ. Comput. Inf. Sci. 34(10 Part B): 10125-10144 (2022) - [j17]Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas:
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. IEEE Trans. Serv. Comput. 15(3): 1220-1232 (2022) - [c10]Fernanda Hernández-Luquin, Hugo Jair Escalante, Benjamín Gutiérrez-Serafín, Humberto Pérez Espinosa, Luis Villaseñor Pineda, Verónica Reyes-Meza:
Dog emotion recognition from images in the wild: DEBIw dataset and first results. ACI 2022: 5:1-5:13 - [c9]Edwin Raúl Abrego-Ulloa, Carlos Alberto Aguilar-Lazcano, Humberto Pérez Espinosa, Liliana Rodríguez-Vizzuett, María Fernanda Hernández-Luquin, Ismael Edrein Espinosa-Curiel, Hugo Jair Escalante:
Towards a monitoring and emergency alarm system activated by the barking of assistant dogs. ACI 2022: 17:1-17:10 - 2021
- [j16]Adrián Pastor López-Monroy, Daniel Vallejo Aldana, Alfredo Arturo Elías Miranda, Juan Manuel García Carmona, Humberto Pérez Espinosa:
Deep Learning for Language and Vision tasks in Surveillance Applications. Computación y Sistemas 25(2) (2021) - [j15]Miguel Ángel Álvarez-Carmona, Ramón Aranda, Samuel Arce-Cardenas, Daniel Fajardo-Delgado, Rafael Guerrero-Rodríguez, Adrián Pastor López-Monroy, Juan Martínez-Miranda, Humberto Pérez Espinosa, Ansel Y. Rodríguez-González:
Overview of Rest-Mex at IberLEF 2021: Recommendation System for Text Mexican Tourism. Proces. del Leng. Natural 67: 163-172 (2021) - [j14]Carlos Lara-Alvarez, Hugo A. Mitre-Hernández, Juan J. Flores, Humberto Pérez Espinosa:
Induction of Emotional States in Educational Video Games Through a Fuzzy Control System. IEEE Trans. Affect. Comput. 12(1): 66-77 (2021) - [i1]Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas:
A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. CoRR abs/2111.05895 (2021) - 2020
- [j13]Humberto Pérez Espinosa, Juan Martínez-Miranda, Ismael Edrein Espinosa-Curiel, Josefina Rodríguez-Jacobo, Luis Villaseñor Pineda, Himer Avila-George:
IESC-Child: An Interactive Emotional Children's Speech Corpus. Comput. Speech Lang. 59: 55-74 (2020)
2010 – 2019
- 2019
- [j12]Humberto Pérez Espinosa, Alejandro Antonio Torres García:
Evaluation of quantitative and qualitative features for the acoustic analysis of domestic dogs' vocalizations. J. Intell. Fuzzy Syst. 36(5): 5051-5061 (2019) - [j11]Benjamín Gutiérrez-Serafín, Humberto Pérez Espinosa, Juan Martínez-Miranda, Ismael Edrein Espinosa-Curiel:
Classification of Barking Context of Domestic Dog using High-Level Descriptors. Res. Comput. Sci. 148(3): 23-35 (2019) - [j10]Benjamín Gutiérrez-Serafín, Humberto Pérez Espinosa, Ismael Edrein Espinosa-Curiel, Pedro N. Figueroa-García, Edgar Efrén Pozas-Bogarín, Juan Martínez-Miranda:
Estimación automática del gasto energético de la actividad física de niños en videojuegos de ejercicio con el sensor Kinect. Res. Comput. Sci. 148(8): 263-277 (2019) - 2018
- [j9]Juan Martínez-Miranda, Humberto Pérez Espinosa, Ismael Edrein Espinosa-Curiel, Himer Avila-George, Josefina Rodríguez-Jacobo:
Age-based differences in preferences and affective reactions towards a robot's personality during interaction. Comput. Hum. Behav. 84: 245-257 (2018) - [j8]Humberto Pérez Espinosa, Verónica Reyes-Meza, Emanuel Aguilar-Benitez, Yuvila M. Sanzón-Rosas:
Automatic individual dog recognition based on the acoustic properties of its barks. J. Intell. Fuzzy Syst. 34(5): 3273-3280 (2018) - [j7]Humberto Pérez Espinosa, Juan Martínez-Miranda, Himer Avila-George, Ismael Edrein Espinosa-Curiel:
Analyzing children's affective reactions and preferences towards social robots using paralinguistic and self-reported information. J. Intell. Fuzzy Syst. 34(5): 3313-3324 (2018) - [j6]Humberto Pérez Espinosa, Himer Avila-George, Juan Martínez-Miranda, Ismael Edrein Espinosa-Curiel, Josefina Rodríguez-Jacobo, Hector A. Cruz-Mendoza:
Children Age and Gender Classification Based on Speech Using ConvNets. Res. Comput. Sci. 147(4): 23-35 (2018) - 2017
- [j5]Humberto Pérez Espinosa, Juan Martínez-Miranda, Ismael Edrein Espinosa-Curiel, Josefina Rodríguez-Jacobo, Himer Avila-George:
Using acoustic paralinguistic information to assess the interaction quality in speech-based systems for elderly users. Int. J. Hum. Comput. Stud. 98: 1-13 (2017) - [j4]Humberto Pérez Espinosa, Verónica Reyes-Meza, María De Lourdes Arteaga-Castañeda, Ismael Edrein Espinosa-Curiel, Amando Bautista, Juan Martínez-Miranda:
Assessment of the Emotional State in Domestic Dogs using a Bi-dimensional Model of Emotions and a Machine Learning Approach for the Analysis of its Vocalizations. Res. Comput. Sci. 144: 53-65 (2017) - 2016
- [j3]Humberto Pérez Espinosa, Himer Avila-George, Josefina Rodríguez-Jacobo, Hector A. Cruz-Mendoza, Juan Martínez-Miranda, Ismael Edrein Espinosa-Curiel:
Tuning the Parameters of a Convolutional Artificial Neural Network by Using Covering Arrays. Res. Comput. Sci. 121: 69-81 (2016) - [c8]Ismael Edrein Espinosa-Curiel, Humberto Pérez Espinosa, Josue Gonzalez-Gonzalez, Josefina Rodríguez-Jacobo:
A mobile platform for remote monitoring of water quality on live fish transport containers: Lessons learned. CONIELECOMP 2016: 40-47 - 2015
- [j2]Humberto Pérez Espinosa, José Martín Pérez-Martínez, José Ángel Durán-Reynoso, Verónica Reyes-Meza:
Automatic Classification of Context in Induced Barking. Res. Comput. Sci. 100: 63-74 (2015) - [c7]Humberto Pérez Espinosa, Juan Martínez-Miranda:
Recognition of Paralinguistic Information in Spoken Dialogue Systems for Elderly People. MICAI (1) 2015: 107-117 - 2014
- [c6]Humberto Pérez Espinosa, Hugo Jair Escalante, Luis Villaseñor Pineda, Manuel Montes-y-Gómez, David Pinto Avendaño, Verónica Reyes-Meza:
Fusing Affective Dimensions and Audio-Visual Features from Segmented Video for Depression Recognition: INAOE-BUAP's Participation at AVEC'14 Challenge. AVEC@MM 2014: 49-55 - 2012
- [j1]Humberto Pérez Espinosa, Carlos A. Reyes García, Luis Villaseñor Pineda:
Acoustic feature selection and classification of emotions in speech using a 3D continuous emotion model. Biomed. Signal Process. Control. 7(1): 79-87 (2012) - 2011
- [c5]Humberto Pérez Espinosa, Carlos A. Reyes García, Luis Villaseñor Pineda:
EmoWisconsin: An Emotional Children Speech Database in Mexican Spanish. ACII (2) 2011: 62-71 - [c4]Humberto Pérez Espinosa, Carlos A. Reyes García, Luis Villaseñor Pineda:
Bilingual acoustic feature selection for emotion estimation using a 3D continuous model. FG 2011: 786-791 - 2010
- [c3]Humberto Pérez Espinosa, Carlos A. Reyes García, Luis Villaseñor Pineda:
Features selection for primitives estimation on emotional speech. ICASSP 2010: 5138-5141
2000 – 2009
- 2009
- [c2]Humberto Pérez Espinosa, Carlos A. Reyes García:
Detection of negative emotional state in speech with ANFIS and genetic algorithms. MAVEBA 2009: 25-28 - 2005
- [c1]Humberto Pérez Espinosa, Carlos A. Reyes García:
Building and Training of a New Mexican Spanish Voice for Festival. MICAI 2005: 870-879
Coauthor Index
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last updated on 2024-10-07 22:11 CEST by the dblp team
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