Daniel Garcia-Romero

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Venues

INTERSPEECH

ICASSP

Odyssey

CoRR

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki, Anshu Bhatia, Karel Mundnich, Saket Dingliwal, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Srikanth Vishnubhotla, Daniel Garcia-Romero, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models. CoRR (2024)
Jaesung Huh, Joon Son Chung, Arsha Nagrani, Andrew Brown, Jee-weon Jung, Daniel Garcia-Romero, Andrew Zisserman
The VoxCeleb Speaker Recognition Challenge: A Retrospective. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki, Anshu Bhatia, Karel Mundnich, Saket Dingliwal, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Srikanth Vishnubhotla, Daniel Garcia-Romero, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models. ACL (Findings) (2024)
Jaesung Huh, Andrew Brown, Jee-weon Jung, Joon Son Chung, Arsha Nagrani, Daniel Garcia-Romero, Andrew Zisserman
VoxSRC 2022: The Fourth VoxCeleb Speaker Recognition Challenge. CoRR (2023)
Raghuveer Peri, Seyed Omid Sadjadi, Daniel Garcia-Romero
VoxWatch: An open-set speaker recognition benchmark on VoxCeleb. CoRR (2023)
Rohit Paturi, Sundararajan Srinivasan, Katrin Kirchhoff, Daniel Garcia-Romero
Directed speech separation for automatic speech recognition of long form conversational speech. INTERSPEECH (2022)
Pengcheng Guo, Florian Boyer, Xuankai Chang, Tomoki Hayashi, Yosuke Higuchi, Hirofumi Inaguma, Naoyuki Kamo, Chenda Li, Daniel Garcia-Romero, Jiatong Shi, Jing Shi, Shinji Watanabe, Kun Wei, Wangyou Zhang, Yuekai Zhang
Recent Developments on Espnet Toolkit Boosted By Conformer. ICASSP (2021)
Jesús Antonio Villalba López, Daniel Garcia-Romero, Nanxin Chen, Gregory Sell, Jonas Borgstrom, Alan McCree, Leibny Paola García-Perera, Saurabh Kataria, Phani Sankar Nidadavolu, Pedro Torres-Carrasquiilo, Najim Dehak
Advances in Speaker Recognition for Telephone and Audio-Visual Data: the JHU-MIT Submission for NIST SRE19. Odyssey (2020)
Pengcheng Guo, Florian Boyer, Xuankai Chang, Tomoki Hayashi, Yosuke Higuchi, Hirofumi Inaguma, Naoyuki Kamo, Chenda Li, Daniel Garcia-Romero, Jiatong Shi, Jing Shi, Shinji Watanabe, Kun Wei, Wangyou Zhang, Yuekai Zhang
Recent Developments on ESPnet Toolkit Boosted by Conformer. CoRR (2020)
Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Leibny Paola García-Perera, Fred Richardson, Réda Dehak, Pedro A. Torres-Carrasquillo, Najim Dehak
State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations. Comput. Speech Lang. 60 (2020)
Daniel Garcia-Romero, Alan McCree, David Snyder, Gregory Sell
Jhu-HLTCOE System for the Voxsrc Speaker Recognition Challenge. ICASSP (2020)
Daniel Garcia-Romero, Gregory Sell, Alan McCree
MagNetO: X-vector Magnitude Estimation Network plus Offset for Improved Speaker Recognition. Odyssey (2020)
Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Fred Richardson, Suwon Shon, François Grondin, Réda Dehak, Leibny Paola García-Perera, Daniel Povey, Pedro A. Torres-Carrasquillo, Sanjeev Khudanpur, Najim Dehak
State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18. INTERSPEECH (2019)
Daniel Garcia-Romero, David Snyder, Shinji Watanabe, Gregory Sell, Alan McCree, Daniel Povey, Sanjeev Khudanpur
Speaker Recognition Benchmark Using the CHiME-5 Corpus. INTERSPEECH (2019)
Gregory Sell, David Etter, Daniel Garcia-Romero, Alan McCree
Script Identification using Across- and Within-Image Distribution Estimation. ICDAR (2019)
Alan McCree, Gregory Sell, Daniel Garcia-Romero
Speaker Diarization Using Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings. INTERSPEECH (2019)
David Snyder, Daniel Garcia-Romero, Gregory Sell, Alan McCree, Daniel Povey, Sanjeev Khudanpur
Speaker Recognition for Multi-speaker Conversations Using X-vectors. ICASSP (2019)
Daniel Garcia-Romero, David Snyder, Gregory Sell, Alan McCree, Daniel Povey, Sanjeev Khudanpur
x-Vector DNN Refinement with Full-Length Recordings for Speaker Recognition. INTERSPEECH (2019)
Gregory Sell, David Snyder, Alan McCree, Daniel Garcia-Romero, Jesús Villalba, Matthew Maciejewski, Vimal Manohar, Najim Dehak, Daniel Povey, Shinji Watanabe, Sanjeev Khudanpur
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge. INTERSPEECH (2018)
Gregory Sell, Kevin Duh, David Snyder, Dave Etter, Daniel Garcia-Romero
Audio-Visual Person Recognition in Multimedia Data From the Iarpa Janus Program. ICASSP (2018)
Anna Silnova, Niko Brümmer, Daniel Garcia-Romero, David Snyder, Lukás Burget
Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors. INTERSPEECH (2018)
David Snyder, Daniel Garcia-Romero, Gregory Sell, Daniel Povey, Sanjeev Khudanpur
X-Vectors: Robust DNN Embeddings for Speaker Recognition. ICASSP (2018)
Alan McCree, David Snyder, Gregory Sell, Daniel Garcia-Romero
Language Recognition for Telephone and Video Speech: The JHU HLTCOE Submission for NIST LRE17. Odyssey (2018)
Anna Silnova, Niko Brummer, Daniel Garcia-Romero, David Snyder, Lukás Burget
Fast variational Bayes for heavy-tailed PLDA applied to i-vectors and x-vectors. CoRR (2018)
David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Daniel Povey, Sanjeev Khudanpur
Spoken Language Recognition using X-vectors. Odyssey (2018)
Alan McCree, Gregory Sell, Daniel Garcia-Romero
Extended Variability Modeling and Unsupervised Adaptation for PLDA Speaker Recognition. INTERSPEECH (2017)
Daniel Garcia-Romero, David Snyder, Gregory Sell, Daniel Povey, Alan McCree
Speaker diarization using deep neural network embeddings. ICASSP (2017)
David Snyder, Daniel Garcia-Romero, Daniel Povey, Sanjeev Khudanpur
Deep Neural Network Embeddings for Text-Independent Speaker Verification. INTERSPEECH (2017)
Gregory Sell, Alan McCree, Daniel Garcia-Romero
Priors for Speaker Counting and Diarization with AHC. INTERSPEECH (2016)
Alan McCree, Gregory Sell, Daniel Garcia-Romero
Augmented Data Training of Joint Acoustic/Phonotactic DNN i-vectors for NIST LRE15. Odyssey (2016)
Audrey Tong, Craig S. Greenberg, Alvin F. Martin, Désiré Bansé, John M. Howard, Hui Zhao, George R. Doddington, Daniel Garcia-Romero, Alan McCree, Douglas A. Reynolds, Elliot Singer, Jaime Hernandez-Cordero, Lisa P. Mason
Summary of the 2015 NIST Language Recognition i-Vector Machine Learning Challenge. Odyssey (2016)
Daniel Garcia-Romero, Alan McCree
Stacked Long-Term TDNN for Spoken Language Recognition. INTERSPEECH (2016)
David Snyder, Pegah Ghahremani, Daniel Povey, Daniel Garcia-Romero, Yishay Carmiel, Sanjeev Khudanpur
Deep neural network-based speaker embeddings for end-to-end speaker verification. SLT (2016)
Gregory Sell, Daniel Garcia-Romero
Diarization resegmentation in the factor analysis subspace. ICASSP (2015)
Désiré Bansé, George R. Doddington, Daniel Garcia-Romero, John J. Godfrey, Craig S. Greenberg, Jaime Hernandez-Cordero, John M. Howard, Alvin F. Martin, Lisa P. Mason, Alan McCree, Douglas A. Reynolds
Analysis of the second phase of the 2013-2014 i-vector machine learning challenge. INTERSPEECH (2015)
Daniel Garcia-Romero, Alan McCree
Insights into deep neural networks for speaker recognition. INTERSPEECH (2015)
Gregory Sell, Daniel Garcia-Romero, Alan McCree
Speaker diarization with i-vectors from DNN senone posteriors. INTERSPEECH (2015)
Alan McCree, Daniel Garcia-Romero
DNN senone MAP multinomial i-vectors for phonotactic language recognition. INTERSPEECH (2015)
Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero, Benjamin Van Durme
Topic Identification and Discovery on Text and Speech. EMNLP (2015)
David Snyder, Daniel Garcia-Romero, Daniel Povey
Time delay deep neural network-based universal background models for speaker recognition. ASRU (2015)
Jonathan Wintrode, Gregory Sell, Aren Jansen, Michelle Fox, Daniel Garcia-Romero, Alan McCree
Content-based recommender systems for spoken documents. ICASSP (2015)
Niko Brümmer, Daniel Garcia-Romero
Generative modelling for unsupervised score calibration. ICASSP (2014)
Niko Brummer, Alan McCree, Stephen Shum, Daniel Garcia-Romero, Carlos Vaquero
Unsupervised Domain Adaptation for I-Vector Speaker Recognition. Odyssey (2014)
Daniel Garcia-Romero, Xiaohui Zhang, Alan McCree, Daniel Povey
Improving speaker recognition performance in the domain adaptation challenge using deep neural networks. SLT (2014)
Daniel Garcia-Romero, Alan McCree
Supervised domain adaptation for I-vector based speaker recognition. ICASSP (2014)
Désiré Bansé, George R. Doddington, Daniel Garcia-Romero, John J. Godfrey, Craig S. Greenberg, Alvin F. Martin, Alan McCree, Mark A. Przybocki, Douglas A. Reynolds
Summary and initial results of the 2013-2014 speaker recognition i-vector machine learning challenge. INTERSPEECH (2014)
Aren Jansen, Daniel Garcia-Romero, Pascal Clark, Jaime Hernandez-Cordero
Unsupervised idiolect discovery for speaker recognition. ICASSP (2014)
Gregory Sell, Daniel Garcia-Romero
Speaker diarization with plda i-vector scoring and unsupervised calibration. SLT (2014)
Alan McCree, Douglas A. Reynolds, Daniel Garcia-Romero, Tomi Kinnunen, Craig S. Greenberg, Désiré Bansé, George R. Doddington, John J. Godfrey, Alvin F. Martin, Mark A. Przybocki
The NIST 2014 Speaker Recognition i-vector Machine Learning Challenge. Odyssey (2014)
Alan McCree, Stephen Shum, Douglas A. Reynolds, Daniel Garcia-Romero
Unsupervised Clustering Approaches for Domain Adaptation in Speaker Recognition Systems. Odyssey (2014)
Daniel Garcia-Romero, Alan McCree
Subspace-constrained supervector PLDA for speaker verification. INTERSPEECH (2013)
Balaji Vasan Srinivasan, Yuancheng Luo, Daniel Garcia-Romero, Dmitry N. Zotkin, Ramani Duraiswami
A Symmetric Kernel Partial Least Squares Framework for Speaker Recognition. IEEE Trans. Speech Audio Process. 21 (7) (2013)
Niko Brümmer, Daniel Garcia-Romero
Generative Modelling for Unsupervised Score Calibration. CoRR (2013)
Daniel Garcia-Romero, Xinhui Zhou, Dmitry N. Zotkin, Balaji Vasan Srinivasan, Yuancheng Luo, Sriram Ganapathy, Samuel Thomas, Sridhar Krishna Nemala, Garimella S. V. S. Sivaram, Majid Mirbagheri, Sri Harish Reddy Mallidi, Thomas Janu, Padmanabhan Rajan, Nima Mesgarani, Mounya Elhilali, Hynek Hermansky, Shihab A. Shamma, Ramani Duraiswami
The UMD-JHU 2011 speaker recognition system. ICASSP (2012)
Xinhui Zhou, Daniel Garcia-Romero, Nima Mesgarani, Maureen L. Stone, Carol Y. Espy-Wilson, Shihab A. Shamma
Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations. INTERSPEECH (2012)
Daniel Garcia-Romero, Xinhui Zhou, Carol Y. Espy-Wilson
Multicondition training of Gaussian PLDA models in i-vector space for noise and reverberation robust speaker recognition. ICASSP (2012)
Xinhui Zhou, Daniel Garcia-Romero, Ramani Duraiswami, Carol Y. Espy-Wilson, Shihab A. Shamma
Linear versus mel frequency cepstral coefficients for speaker recognition. ASRU (2011)
Balaji Vasan Srinivasan, Daniel Garcia-Romero, Dmitry N. Zotkin, Ramani Duraiswami
Kernel Partial Least Squares for Speaker Recognition. INTERSPEECH (2011)
Daniel Garcia-Romero, Carol Y. Espy-Wilson
Analysis of i-vector Length Normalization in Speaker Recognition Systems. INTERSPEECH (2011)
Jingting Zhou, Daniel Garcia-Romero, Carol Y. Espy-Wilson
Automatic Speech Codec Identification with Applications to Tampering Detection of Speech Recordings. INTERSPEECH (2011)
Daniel Garcia-Romero, Carol Y. Espy-Wilson
Joint Factor Analysis for Speaker Recognition Reinterpreted as Signal Coding Using Overcomplete Dictionaries. Odyssey (2010)
Daniel Garcia-Romero, Carol Y. Espy-Wilson
Automatic acquisition device identification from speech recordings. ICASSP (2010)
Vikramjit Mitra, Daniel Garcia-Romero, Carol Y. Espy-Wilson
Language and genre detection in audio content analysis. INTERSPEECH (2008)
Vikramjit Mitra, Daniel Garcia-Romero, Carol Y. Espy-Wilson
Language detection in audio content analysis. ICASSP (2008)
Daniel Garcia-Romero, Carol Y. Espy-Wilson
Intersession variability in speaker recognition: a behind the scene analysis. INTERSPEECH (2008)
Daniel Garcia-Romero, Julian Fiérrez-Aguilar, Joaquin Gonzalez-Rodriguez, Javier Ortega-Garcia
Using quality measures for multilevel speaker recognition. Comput. Speech Lang. 20 (2-3) (2006)
Julian Fiérrez-Aguilar, Daniel Garcia-Romero, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez
Adapted user-dependent multimodal biometric authentication exploiting general information. Pattern Recognit. Lett. 26 (16) (2005)
Julian Fiérrez-Aguilar, Daniel Garcia-Romero, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez
Speaker Verification Using Adapted User-Dependent Multilevel Fusion. Multiple Classifier Systems (2005)
Julian Fiérrez-Aguilar, Daniel Garcia-Romero, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez
Bayesian adaptation for user-dependent multimodal biometric authentication. Pattern Recognit. 38 (8) (2005)
Julian Fiérrez-Aguilar, Daniel Garcia-Romero, Javier Ortega-Garcia, Joaquín González-Rodríguez
Exploiting general knowledge in user-dependent fusion strategies for multimodal biometric verification. ICASSP (5) (2004)
Daniel Garcia-Romero, Julian Fiérrez-Aguilar, Joaquín González-Rodríguez, Javier Ortega-Garcia
On the use of quality measures for text-independent speaker recognition. Odyssey (2004)
Daniel Garcia-Romero, Joaquin Gonzalez-Rodriguez, Julian Fiérrez-Aguilar, Javier Ortega-Garcia
U-NORM Likelihood Normalization in PIN-Based Speaker Verification Systems. AVBPA (2003)
Daniel Garcia-Romero, Julian Fiérrez-Aguilar, Joaquin Gonzalez-Rodriguez, Javier Ortega-Garcia
Support vector machine fusion of idiolectal and acoustic speaker information in Spanish conversational speech. ICME (2003)
Julian Fiérrez-Aguilar, Javier Ortega-Garcia, Daniel Garcia-Romero, Joaquin Gonzalez-Rodriguez
A Comparative Evaluation of Fusion Strategies for Multimodal Biometric Verification. AVBPA (2003)
Daniel Garcia-Romero, Julian Fiérrez-Aguilar, Joaquín González-Rodríguez, Javier Ortega-Garcia
Support vector machine fusion of idiolectal and acoustic speaker information in Spanish conversational speech. ICASSP (2) (2003)
Joaquin Gonzalez-Rodriguez, Daniel Garcia-Romero, Marta Garcia-Gomar, Daniel Ramos, Javier Ortega-Garcia
Robust likelihood ratio estimation in Bayesian forensic speaker recognition. INTERSPEECH (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Daniel Garcia-Romero