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Author profile at the institutional portal

Ramos Castro, Daniel daniel.ramos@uam.es

Tecnología electrónica y de las comunicaciones / Universidad Autónoma de Madrid

Publications

Exploring efficient attention strategies in conformer-based sound event detection

  • Barahona, Sara
  • Alvarez-Trejos, Juan Ignacio
  • Lozano-Diez, Alicia
  • Ramos, Daniel
  • Toledano, Doroteo T

COMPUTER SPEECH AND LANGUAGE (p. 101967-101967) - 1/10/2026

10.1016/j.csl.2026.101967 View at source

  • ISSN 10958363

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
... View more Collapse

ANTIOXIDANTS - 8/7/2025

10.3390/antiox14070839 View at source

  • ISSN 20763921

Interlaboratory study to evaluate background databases for the calculation of likelihood ratios in the interpretation of vehicle glass evidence using LA-ICP-MS data

  • Lambert, K
  • Akmeemana, A
  • Almendro, D
  • Corzo, R
  • Le Franc, S
  • Gordon, G
  • Gwak, S
  • Jiang, P
  • Montero, S
  • Ovide, O
  • Prasch, K
  • Sakayanagi, M
  • Santillana, E
  • Scholz, T
  • Trejos, T
  • Weis, P
  • Xie, HF
  • Zoon, P
  • Ramirez-Hereza, P
  • Castro, DR
  • Almirall, J
... View more Collapse

Forensic Science International (p. 112450-112450) - 1/5/2025

10.1016/j.forsciint.2025.112450 View at source

  • 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

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 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, P
  • Ramos, D
  • Maronas, J
  • Balanya, SA
  • Almirall, J

Forensic Science International - 3/6/2023

10.1016/j.forsciint.2023.111735 View at source

  • ISSN 03790738

Gaussian Processes for radiation dose prediction in nuclear power plant reactors

  • Balanya, SA
  • Ramos, D
  • Ramirez-Hereza, P
  • Toledano, DT
  • Gonzalez-Rodriguez, J
  • Ariza-Velazquez, A
  • Orlovac, JV
  • Gutiérrez, ND
... View more Collapse

Chemometrics And Intelligent Laboratory Systems - 15/11/2022

10.1016/j.chemolab.2022.104652 View at source

  • ISSN 01697439

Validations of an alpha version of the E3 Forensic Speech Science System (E3FS3) core software tools

  • Weber P
  • Enzinger E
  • Labrador B
  • Lozano-Díez A
  • Ramos D
  • González-Rodríguez J
  • Morrison GS
... View more Collapse

Forensic Science International: Synergy - 1/1/2022

10.1016/j.fsisyn.2022.100223 View at source

  • ISSN 2589871X

A strawman with machine learning for a brain: A response to Biedermann (2022) the strange persistence of (source) “identification” claims in forensic literature

  • Morrison GS
  • Ramos D
  • Ypma RJ
  • Basu N
  • de Bie K
  • Enzinger E
  • Geradts Z
  • Meuwly D
  • van der Vloed D
  • Vergeer P
  • Weber P
... View more Collapse

Forensic Science International: Synergy - 1/1/2022

10.1016/j.fsisyn.2022.100230 View at source

  • ISSN 2589871X

This researcher has no books.

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

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

10.1049/pbse012e_ch2 View at source

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

https://doi.org/10.1201/9780367527709 View at source

Validation of forensic automatic likelihood ratio methods

  • Ramos Castro, Daniel

(p. 143-162) - 6/11/2020

10.1201/9780367527709 View at source

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

10.1002/9781118763155 View at source

Model ilorazu wiarygodnosci sluzacy do analizy danych fizykochemicznych w przypadku wystepowania brakujacych danych

  • Zadora, Grzegorz
  • Neocleous, T
  • Ramos Castro, Daniel

Chemometria W Nauce I Praktyce (p. 197-208) - 1/1/2009

  • iMarina

Speaker Features

  • Daniel Ramos
  • Javier Gónzalez-Domínguez
  • Doroteo T. Toledano
  • Joaquín González-Rodríguez

Encyclopedia Of Biometrics (p. 1254-1258) - 1/1/2009

10.1007/978-0-387-73003-5_203 View at source

Speech Analysis

  • Doroteo T. Toledano
  • Daniel Ramos
  • Javier Gónzalez-Domínguez
  • Joaquín González-Rodríguez

Encyclopedia Of Biometrics (p. 1284-1289) - 1/1/2009

10.1007/978-0-387-73003-5_200 View at source

Reconocimiento de locutor multinivel y aplicaciones forenses: el sistema ATVS en NIST SRE 2005

  • Sociedad Española de Acústica Forense
  • González González, Manuel
  • Fernández Rei, Elisa
  • González Rei, Begoña

Iii Congreso Da Sociedade Española De Acústica Forense: Actas Do Congreso (p. 279-293) - 1/1/2007

  • iMarina

Forensic automatic speaker classification in the "coming paradigm shift"

  • Gonzalez-Rodriguez J
  • Ramos D

Speaker Classification I (p. 205-217) - 1/1/2007

978-3-540-74186-2 View at source

Evaluación de probabilidades a posteriori: teoría de decisión, proper scoring rules y calibración

  • Ramos Castro, Daniel

JAIIO, Jornadas Argentinas de Informática (p. 217-218) - 15/10/2025

  • ISSN 24517496
  • 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 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

10.5281/zenodo.4061782 View at source

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

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

Integrating rare minutiae in generic fingerprint matchers for forensics

  • Krish RP
  • Fierrez J
  • Ramos D

PLoS ONE - 29/12/2015

10486/675867 View at source

  • ISSN 19326203

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 (Investigador principal (IP))

Period: 01-09-2025 - 31-08-2028

  • 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)
... View more Collapse

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

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

Definición de protocolo para realizar pericias en biometría de voz

  • Ramos Castro, Daniel (Investigador principal (IP))

Period: 01-01-2011 - 01-01-2012

  • iMarina

Making demonstrably reliable forensic voice comparison a practical everyday reality in Australia

  • Gonzalez Rodriguez, Joaquin (Investigador principal (IP))
  • Ramos Castro, Daniel (Investigador principal (IP))

Period: 01-07-2010 - 30-06-2013

  • iMarina

Asistencia técnica consistente en el estudio del estado del arte en reconocimiento biométrico por huella palmar y el análisis de las posibles fuentes de degradación del rendimiento en condiciones forenses

  • Ortega Garcia, Javier (Investigador/a)
  • Ramos Castro, Daniel (Investigador principal (IP))

Period: 09-12-2010 - 10-12-2011

  • iMarina

Asistencia Técnica para la extensión de la evaluación del rendimiento de sistema de huella dactilar y del cálculo estadístico del peso de la evidencia forense utilizando huellas anónimas

  • Ramos Castro, Daniel (Investigador/a)
  • Ortega Garcia, Javier (Investigador principal (IP))

Period: 01-12-2010 - 01-12-2011

  • 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

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.

Last data update: 8/14/26 4:52 AM