Ramos Castro, Daniel daniel.ramos@uam.es
Actividades
- Artículos 73
- Libros 1
- Capítulos de libro 17
- Congresos 107
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 54
- Tesis dirigidas 5
- Patentes o licencias de software 0
Oxidative Stress and Inflammation in Hypoxemic Respiratory Diseases and Their Comorbidities: Molecular Insights and Diagnostic Advances in Chronic Obstructive Pulmonary Disease and Sleep Apnea
- Rodríguez-Pérez, J
- Andreu-Martínez, R
- Daza, R
- Fernández-Arroyo, L
- Hernández-García, A
- Díaz-García, E
- Cubillos-Zapata, C
- Lozano-Diez, A
- Morales, A
- Ramos, D
- Aragonés, J
- Cogolludo, A
- del Peso, L
- García-Río, F
- Calzada, MJ
ANTIOXIDANTS - 8/7/2025
10.3390/antiox14070839 Ver en origen
- ISSN 20763921
Feature Integration Strategies for Neural Speaker Diarization in Conversational Telephone Speech
- Alvarez-Trejos, JI
- Lozano-Diez, A
- Ramos, D
Applied Sciences-Basel - 1/5/2025
10.3390/app15094842 Ver en origen
- ISSN 20763417
A response to EA-4/23 INF:2025 “The Assessment and Accreditation of Opinions and Interpretations using ISO/IEC 17025:2017”
- Morrison, GS
- Biedermann, A
- Tart, M
- Meuwly, D
- Berger, CEH
- Guiness, J
- Houck, MM
- Gibb, C
- Dawid, AP
- Kotsoglou, KN
- Kaye, DH
- Rose, P
- Taroni, F
- Kokshoorn, B
- Saks, MJ
- Buckleton, JS
- Curran, JM
- Taylor, D
- Zhang, CL
- Vuille, J
- Champod, C
- Simonsen, BT
- Mattei, A
- Lucena-Molina, JJ
- Zabell, S
- Chin, JM
- Gallidabino, M
- Wevers, G
- Moreton, R
- Eldridge, H
- Martire, KA
- Aitken, CGG
- Cole, SA
- Gonzalez-Rodriguez, J
- Smithuis, M
- Edvardsen, T
- Wilson-Wilde, L
- Zadora, G
- Gittelson, S
- Jackson, G
- Sjerps, M
- Brard, F
- Hicks, T
- Kennedy, J
- Latten, BGH
- Weber, P
- Willis, S
- Ramos, D
- Koehler, JJ
- Ribeiro, RO
- Crispino, F
- Basu, N
- Meakin, GE
- Kirkbride, KP
- Tully, G
- Jessen, M
- Court, DS
FORENSIC SCIENCE INTERNATIONAL - 1/11/2025
- ISSN 03790738
Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration
- Ferrer L
- Ramos D
Transactions On Machine Learning Research - 1/1/2025
- ISSN 28358856
- iMarina
Artificial intelligence and machine learning applications in the Spanish nuclear field
- Ramos, A
- Carrasco, A
- Fontanet, J
- Herranz, LE
- Ramos, D
- Díaz, M
- Zazo, JM
- Cabellos, O
- Moraleda, J
Nuclear Engineering And Design - 1/2/2024
10.1016/j.nucengdes.2023.112842 Ver en origen
- ISSN 00295493
Adaptive temperature scaling for Robust calibration of deep neural networks
- Balanya SA
- Maroñas J
- Ramos D
Neural Computing & Applications (p. 8073-8095) - 1/1/2024
10.1007/s00521-024-09505-4 Ver en origen
- ISSN 14333058
An overview of log likelihood ratio cost in forensic science - Where is it used and what values can we expect?
- Van Lierop, S
- Ramos, D
- Sjerps, M
- Ypma, R
Forensic Science International: Synergy - 1/1/2024
10.1016/j.fsisyn.2024.100466 Ver en origen
- ISSN 2589871X
- iMarina
- iMarina
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings
- Barahona, S
- de Benito-Gorrón, D
- Toledano, DT
- Ramos, D
Ieee-Acm Transactions On Audio Speech And Language Processing (p. 3896-3907) - 1/1/2024
10.1109/taslp.2024.3444490 Ver en origen
- ISSN 15587916
Score-based Bayesian network structure learning algorithms for modeling radioisotope levels in nuclear power plant reactors
- Ramirez-Hereza, P
- Ramos, D
- Toledano, DT
- Gonzalez-Rodriguez, J
- Ariza-Velazquez, A
- Doncel, N
Chemometrics And Intelligent Laboratory Systems - 15/6/2023
10.1016/j.chemolab.2023.104811 Ver en origen
- ISSN 01697439
Gaussianization of LA-ICP-MS features to improve calibration in forensic glass comparison
- Ramirez-Hereza, P
- Ramos, D
- Maronas, J
- Balanya, SA
- Almirall, J
Forensic Science International - 3/6/2023
10.1016/j.forsciint.2023.111735 Ver en origen
- ISSN 03790738
AI-based Forensic Evaluation in Court: The Desirability of Explanation and the Necessity of Validation
- Rolf J.F. Ypma, Daniel Ramos, and Didier Meuwly
Artificial Intelligence (Ai) In Forensic Sciences (p. 3-20) - 1/10/2023
- iMarina
Forensic voice comparison–human-supervised-automatic approach
- Morrison GS
- Weber P
- Enzinger E
- Labrador B
- Lozano-Díez A
- Ramos D
- González-Rodríguez J
Encyclopedia Of Forensic Sciences: Volume 1-4, Third Edition (p. 720-736) - 1/1/2022
Fundamentals of voice biometrics: Classical and machine learning approaches
- Lozano-Diez A
- Gonzalez-Rodriguez J
- Ramos D
- Toledano DT
Voice Biometrics: Technology, Trust And Security (p. 7-38) - 1/1/2021
Statistical Models in Forensic Voice Comparison
- Morrison Geoffrey, S.
- Ewald, E.
- Ramos, D.
- González-Rodríguez, J.
- Lozano-Díez, A.
Handbook Of Forensic Statistics (p. 451-497) - 6/11/2020
Validation of forensic automatic likelihood ratio methods
- Ramos Castro, Daniel
(p. 143-162) - 6/11/2020
From biometric scores to forensic likelihood ratios
- Ramos, D
- Krish, RP
- Fierrez, J
- Meuwly, D
Advances In Computer Vision And Pattern Recognition (p. 305-327) - 1/1/2017
10.1007/978-3-319-50673-9_14 Ver en origen
- ISSN 21916594
- iMarina
- iMarina
Speech Analysis
- Toledano DT
- Ramos D
- Gonzalez-Dominguez J
- González-Rodríguez J
Encyclopedia Of Biometrics (p. 1487-1493) - 1/1/2015
Speaker Features
- Ramos D
- Gonzalez-Dominguez J
- Toledano DT
- González-Rodríguez J
Encyclopedia Of Biometrics (p. 1455-1459) - 1/1/2015
Statistical Analysis in Forensic Science: Evidential Values of Multivariate Physicochemical Data
- Zadora G
- Martyna A
- Ramos D
- Aitken C
Statistical Analysis in Forensic Science: Evidential Values of Multivariate Physicochemical Data (p. 1-322) - 3/2/2014
Fine-grained Automatic Speaker Recognition Using Cepstral Trajectories in Phone Units
- Franco-Pedroso, Javier
- Gonzalez Rodriguez, Joaquin
- Gonzalez Dominguez, Javier
- Ramos Castro, Daniel
Quantitative Approches To Problems In Linguistics, Studies In Honour Of Phil Rose (p. 185-196) - 1/1/2012
- iMarina
Multi-resolution conformer for sound event detection: Analysis and optimization
- S Barahona
- D de Benito-Gorron
- S Segovia
- D Ramos
- DT Toledano
Proceedings Of The 8th Workshop On Detection And Classification Of Acoustic Scenes And Events (Dcase 2023) (p. 11-15) - 1/1/2023
- iMarina
On Calibration of Mixup Training for Deep Neural Networks
- Maroñas, J
- Ramos, D
- Paredes, R
Lecture Notes In Computer Science (p. 67-76) - 1/1/2021
10.1007/978-3-030-73973-7_7 Ver en origen
- ISSN 03029743
A multi-resolution approach to sound event detection in DCASE 2020 Task4
- Diego de Benito-Gorron, Daniel Ramos, Doroteo T. Toledano
Proceedings of the 5th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2020) (p. 36-40) - 2/11/2020
Score based likelihood ratio approaches to chemical profiling of methylphosphonic dichloride (DC) and derived products
- Sigman, M
- Ramos, D
- Jarman, K
- Fraga, C
Acs National Meeting Book Of Abstracts - 25/8/2019
- ISSN 00657727
- iMarina
Generative models for deep learning with very scarce data
- Maroñas, J
- Paredes, R
- Ramos, D
Lecture Notes In Computer Science (p. 20-28) - 1/1/2019
10.1007/978-3-030-13469-3_3 Ver en origen
- ISSN 03029743
An overview of evidence evaluation methods in forensic chemistry using likelihood ratios
- Ramos, D
Acs National Meeting Book Of Abstracts - 19/8/2018
- ISSN 00657727
- iMarina
The need to assess calibration in likelihood-ratio-based forensic speaker recognition
- Ramos Castro, Daniel
- Gonzalez Rodriguez, Joaquin
- Franco-Pedroso, Javier
11/9/2015
- iMarina
A validation framework for likelihood ratio mathods used in Forensic Eveidence Evaluation
- Haraksim, Rudolf
- Meuwly, Didier
- Ramos Castro, Daniel
10/9/2015
- iMarina
Rare minutiae features for improved AFIS search
- Krish, Ram Prasad
- Fierrez Aguilar, Julian
- Ramos Castro, Daniel
- Exposito, Nicomedes
Presentation at the 7th European Academy of Forensic Sciences Conference (EAFS 2015) - 1/9/2015
- iMarina
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Modelos fundacionales basados en aprendizaje profundo para voz, audio y lenguaje.
- Ramos Castro, Daniel
Ejecución: 01-09-2025 - 31-08-2028
- iMarina
IDENTIFICACIÓN DE MECANISMOS, BIOMARCADORES E INTERVENCIONES EN COMORBILIDAD EN ENFERMEDADES RESPIRATORIAS HIPOXÉMICAS MEDIANTE ABORDAJES PRECLÍNICOS, CLÍNICOS Y COMPUTACIONALES
- Morales Moreno, Aythami (Investigador principal (IP))
Ejecución: 01-01-2023 - 30-04-2027
Tipo: Nacional
Importe financiado: 86250,00 Euros.
- iMarina
APRENDIZAJE PROFUNDO SEMI-SUPERVISADO Y MULTI-TAREA PARA PROCESAMIENTO DE VOZ Y AUDIO
- LABRADOR SERRANO, BELTRAN (Miembro del equipo de trabajo)
- DE BENITO GORRON, DIEGO (Miembro del equipo de trabajo)
- Lozano Diez, Alicia (Investigador/a)
- Gonzalez Rodriguez, Joaquin (Investigador/a)
- Ramos Castro, Daniel (Investigador principal (IP))
- Torre Toledano, Doroteo (Investigador principal (IP))
- Álvarez Trejos, Juan Ignacio (Contratado/a)
Ejecución: 01-09-2022 - 31-08-2025
Tipo: Nacional
Importe financiado: 267168,00 Euros.
- iMarina
Aprendizaje profundo en voz para aplicaciones forenses y de seguridad
- Gonzalez Rodriguez, Joaquin (Investigador/a)
- Ramos Castro, Daniel (Investigador principal (IP))
- Torre Toledano, Doroteo (Investigador principal (IP))
Ejecución: 01-01-2019 - 30-09-2022
Tipo: Nacional
Importe financiado: 96800,00 Euros.
- iMarina
Redes profundas y modelos de subespacios para detección y seguimiento de locutor, idioma y enfermedades degenerativas a partir de la voz
- Gonzalez Moreira, Eduardo (Otros)
- Fernández Pozo, Rubén (Miembro del equipo de trabajo)
- Hernández Gómez, Luis Alfonso (Investigador principal (IP))
- López Gonzalo, Eduardo (Participante)
Ejecución: 01-01-2016 - 31-12-2018
Tipo: Nacional
Importe financiado: 73810,00 Euros.
- iMarina
Caracterización, modelado y compensación de variabilidad en la señal de voz
- González Moreira, Eduardo (Participante)
- Hernández Gómez, Luis Alfonso (Investigador principal (IP))
- Blanco Murillo, José Luis (Participante)
- López Gonzalo, Eduardo (Participante)
- Fernández Pozo, Rubén (Participante)
Ejecución: 01-01-2013 - 31-12-2015
Tipo: Nacional
Importe financiado: 63180,00 Euros.
- iMarina
Integrating biometrics and forensics for the digital age
- Ramos Castro, Daniel (Investigador principal (IP))
Ejecución: 01-12-2011 - 30-11-2015
- iMarina
Análisis de evidencias forenses mediante técnicas estadísticas bayesianas.
- Maria Puertas Calvo (Investigador/a)
- Fierrez Aguilar, Julian (Investigador/a)
- Gonzalez Rodriguez, Joaquin (Investigador/a)
- Ortega Garcia, Javier (Investigador/a)
- Torre Toledano, Doroteo (Investigador/a)
- Ramos Castro, Daniel (Investigador principal (IP))
Ejecución: 01-01-2011 - 31-12-2011
- iMarina
Protocolo de adquisición de base de datos para biometría vocal
- Ramos Castro, Daniel (Investigador principal (IP))
Ejecución: 01-01-2011 - 01-01-2012
- iMarina
Modeling uncertainty for reliable probabilistic modeling in deep learning and beyond
- Hernandez Lobato, Daniel (Autor o Coautor)
- Ramos Castro, Daniel (Director)
1/1/2022
- iMarina
Fingerprint recognition for forensic applications
- Ram Prassad Krishnamoorthy
1/5/2015
- iMarina
Combination and Evaluation of Palmprint Evidence for Forensic Applications
- Ramos Castro, Daniel (Director)
1/12/2013
- iMarina
Palmprint recognition for forensic applications=Reconocimiento de huella palmar para aplicaciones forenses
- Fierrez Aguilar, Julian (Director)
- Ramos Castro, Daniel (Director) Doctorando: Wang, Ruifang
1/1/2013
- iMarina
Este/a investigador/a no tiene patentes o licencias de software.
Grupos de investigación
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Audias - Audio, Data Intelligence And Speech
Rol: Miembro
Perfiles de investigador/a
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ORCID
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Publons
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Scopus Author ID
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Dialnet id