Ramos Castro, Daniel daniel.ramos@uam.es
Publications
- Articles 61
- Books 1
- Book chapters 17
- Conferences 105
- Working papers 0
- Technical reports 0
- Research projects 54
- Supervised theses 4
- Patent or software license 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
- Rodriguez-Perez, Jorge
- Andreu-Martinez, Rosa
- Daza, Roberto
- Fernandez-Arroyo, Lucia
- Hernandez-Garcia, Ana
- Diaz-Garcia, Elena
- Cubillos-Zapata, Carolina
- Lozano-Diez, Alicia
- Morales, Aythami
- Ramos, Daniel
- Aragones, Julian
- Cogolludo, Angel
- del Peso, Luis
- Garcia-Rio, Francisco
- Calzada, Maria J
ANTIOXIDANTS - 8/7/2025
- ISSN 20763921
- iMarina
Feature Integration Strategies for Neural Speaker Diarization in Conversational Telephone Speech
- Alvarez-Trejos JI
- Lozano-Diez A
- Ramos D
1/5/2025
10.3390/app15094842 View at source
- ISSN 20763417
A response to EA-4/23 INF:2025 “The Assessment and Accreditation of Opinions and Interpretations using ISO/IEC 17025:2017”
- Morrison, Geoffrey Stewart
- Biedermann, Alex
- Tart, Matt
- Meuwly, Didier
- Berger, Charles E H
- Guiness, June
- Houck, Max M
- Gibb, Caroline
- Dawid, A Philip
- Kotsoglou, Kyriakos N
- Kaye, David H
- Rose, Phil
- Taroni, Franco
- Kokshoorn, Bas
- Saks, Michael J
- Buckleton, John S
- Curran, James M
- Taylor, Duncan
- Zhang, Cuiling
- Vuille, Joelle
- Champod, Christophe
- Simonsen, Bo Thisted
- Mattei, Aldo
- Lucena-Molina, Jose Juan
- Zabell, Sandy
- Chin, Jason M
- Gallidabino, Matteo
- Wevers, Gerhard
- Moreton, Reuben
- Eldridge, Heidi
- Martire, Kristy A
- Aitken, Colin G G
- Cole, Simon A
- Gonzalez-Rodriguez, Joaquin
- Smithuis, Michel
- Edvardsen, Trine
- Wilson-Wilde, Linzi
- Zadora, Grzegorz
- Gittelson, Simone
- Jackson, Graham
- Sjerps, Marjan
- Brard, Frederic
- Hicks, Tacha
- Kennedy, Jarrah
- Latten, Bartholomeus G H
- Weber, Philip
- Willis, Sheila
- Ramos, Daniel
- Koehler, Jonathan J
- Ribeiro, Rafael Oliveira
- Crispino, Frank
- Basu, Nabanita
- Meakin, Georgina E
- Kirkbride, K Paul
- Tully, Gillian
- Jessen, Michael
- Court, Denise Syndercombe
FORENSIC SCIENCE INTERNATIONAL - 1/11/2025
- ISSN 03790738
Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration
- Ferrer L
- Ramos D
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 View at source
- 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 View at source
- 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
- ISSN 2589871X
- iMarina
Enhancing Conformer-Based Sound Event Detection Using Frequency Dynamic Convolutions and BEATs Audio Embeddings
- Barahona, Sara
- de Benito-Gorron, Diego
- Toledano, Doroteo T
- Ramos, Daniel
Ieee-Acm Transactions On Audio Speech And Language Processing (p. 3896-3907) - 1/1/2024
10.1109/taslp.2024.3444490 View at source
- 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 View at source
- ISSN 01697439
Gaussianization of LA-ICP-MS features to improve calibration in forensic glass comparison
- Ramirez-Hereza, Pablo
- Ramos, Daniel
- Maronas, Juan
- Balanya, Sergio A
- Almirall, Jose
Forensic Science International - 3/6/2023
10.1016/j.forsciint.2023.111735 View at source
- 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 Castro, Daniel
- Krish, Ram P
- Fiérrez Aguilar, Julián
- Meuwly, Didier
Advances In Computer Vision And Pattern Recognition (p. 305-327) - 1/1/2017
10.1007/978-3-319-50673-9_14 View at source
- ISSN 21916594
- iMarina
- iMarina
Speech Analysis
- Torre Toledano, Doroteo
- Ramos Castro, Daniel
- Gonzalez Dominguez, Javier
- Gonzalez Rodriguez, Joaquin
Encyclopedia Of Biometrics (p. 1487-1493) - 1/1/2015
Speaker Features
- Ramos Castro, Daniel
- Gonzalez Dominguez, Javier
- Torre Toledano, Doroteo
- Gonzalez Rodriguez, Joaquin
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
- iMarina
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
- Maronas, Juan
- Ramos, Daniel
- Paredes, Roberto
Lecture Notes In Computer Science (p. 67-76) - 1/1/2021
10.1007/978-3-030-73973-7_7 View at source
- 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
Generative models for deep learning with very scarce data
- Maronas, Juan
- Paredes, Roberto
- Ramos, Daniel
Lecture Notes In Computer Science (p. 20-28) - 1/1/2019
10.1007/978-3-030-13469-3_3 View at source
- ISSN 03029743
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
Integrating rare minutiae in generic fingerprint matchers for forensics
- Krish RP
- Fierrez J
- Ramos D
PLoS ONE - 29/12/2015
- ISSN 19326203
Integrating Rare Minutiae in Generic Fingerprint Matchers for Forensics
- Krish, Ram P.
- Fierrez, Julian
- Ramos, Daniel;
2015 Ieee International Workshop On Information Forensics And Security (Wifs) - 1/1/2015
- iMarina
Partial Fingerprint Registration for Forensics using Minutiae-Generated Orientation Fields
- Krish RP
- Fierrez J
- Ramos D
- Ortega-Garcia J
- Bigun J
2nd International Workshop On Biometrics And Forensics, Iwbf 2014 - 30/9/2014
- ISBN 978-147994370-8
- iMarina
This researcher has no working papers.
This researcher has no technical reports.
Modelos fundacionales basados en aprendizaje profundo para voz, audio y lenguaje.
- Ramos Castro, Daniel
Period: 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))
Period: 01-01-2023 - 30-04-2027
Type of funding: National
Amount of funding: 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)
Period: 01-09-2022 - 31-08-2025
Type of funding: National
Amount of funding: 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))
Period: 01-01-2019 - 30-09-2022
Type of funding: National
Amount of funding: 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 Rodriguez, Joaquin (Investigador/a)
- FRANCO PEDROSO, JAVIER (Investigador/a)
- Ramos Castro, Daniel (Investigador/a)
- Torre Toledano, Doroteo (Investigador principal (IP))
Period: 01-01-2016 - 31-12-2018
Type of funding: National
Amount of funding: 73810,00 Euros.
- iMarina
Caracterización, modelado y compensación de variabilidad en la señal de voz
- Ruben Zazo Candil (Investigador/a)
- Gonzalez Rodriguez, Joaquin (Investigador/a)
- Gonzalez Dominguez, Javier (Investigador/a)
- Javier Franco Pedroso (Investigador/a)
- Daniel Tapias Merino (Investigador/a)
- Ramos Castro, Daniel (Investigador/a)
- Torre Toledano, Doroteo (Investigador principal (IP))
Period: 01-01-2013 - 31-12-2015
Type of funding: National
Amount of funding: 63180,00 Euros.
- iMarina
Integrating biometrics and forensics for the digital age
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 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))
Period: 01-01-2011 - 31-12-2011
- iMarina
Protocolo de adquisición de base de datos para biometría vocal
- Ramos Castro, Daniel (Investigador principal (IP))
Period: 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
- San Miguel Avedillo, Juan Carlos (Autor o Coautor)
- Ortega Garcia, Javier (Autor o Coautor)
- Daniel Ramos Castro (Director)
- Julián Fiérrez Aguilar (Director) Doctorando: Ram Prassad Krishnamoorthy
1/5/2015
- iMarina
Combination and Evaluation of Palmprint Evidence for Forensic Applications
- Ramos Castro, Daniel (Director)
1/12/2013
- iMarina
This researcher has no patents or software licenses.
Research groups
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Audias - Audio, Data Intelligence And Speech
Role: Miembro
Researcher profiles
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ORCID
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Publons
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Scopus Author ID
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