Publications

You can get .bib at PRHLT publications page.

PDF copies are available by following the links or on demand.

See my Google Scholar profile.

Summary figures:

My ORCID: 0000-0002-6139-2891

    2025

  1. David Villanova-Aparisi, Carlos-D. Martínez-Hinarejos, Verónica Romero, Moisés Pastor-Gadea Improving Lightweight Named Entity Recognition in Handwritten Documents by Predicting Pyramidal Histograms of Characters In: DocEng '25: Proceedings of the 2025 ACM Symposium on Document Engineering Article No.: 11, Pages 1-9. Best student paper award (DOI: https://doi.org/10.1145/3704268.3742699), CORE B
  2. David Gimeno-Gómez, Rubén Solera-Ureña, Anna Pompili, Carlos D. Martínez-Hinarejos, Rita Cardoso, Isabel Guimarães, Joaquim J. Ferreira, Alberto Abad. On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech Proceedings of the Interspeech 2025, pp. 5273-5277. Rotterdam, The Netherlands, 2025. (DOI: 10.21437/Interspeech.2025-793), CORE A
  3. Catarina Botelho, David Gimeno-Gómez, Francisco Teixeira, John Mendonça, Patrícia Pereira, Diogo A. P. Nunes, Thomas Rolland, Anna Pompili, Rubén Solera-Ureña, Maria Ponte, David Martins de Matos, Carlos D. Martínez-Hinarejos, Isabel Trancoso, Alberto Abad. Acoustic and Linguistic Biomarkers for Cognitive Impairment Detection from Speech Proceedings of the Interspeech 2025, pp. 1418-1422. Rotterdam, The Netherlands, 2025. (DOI: 10.21437/Interspeech.2025-91), CORE A
  4. D. Gimeno-Gómez, C.D. Martínez-Hinarejos Tailored design of Audio-Visual Speech Recognition models using Branchformers, Computer Speech & Language, Volume 94, 2025, 101811, ISSN 0885-2308, (DOI: 10.1016/j.csl.2025.101811). JCR (2023): 3.1 - Q2, SJR (2024): Q2
  5. D. Gimeno-Gómez, C.D. Martínez-Hinarejos Evaluation of end-to-end continuous spanish lipreading in different data conditions Language Resources and Evaluation, (DOI: 10.1007/s10579-025-09809-4. JCR (2023): 1.7 - Q3, SJR (2024): Q1
  6. D. Gimeno-Gómez, C. Botelho, A. Pompili, A. Abad and C.D. Martínez-Hinarejos Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis IEEE Journal of Selected Topics in Signal Processing, (DOI: 10.1109/JSTSP.2025.3539845). JCR (2023): 8.7 - Q1, SJR (2024): Q1

    7. 2024

  7. M. Andreu Villar, C.D. Martínez-Hinarejos , P. Pons, J.L. Soler-Domínguez, S. Navas-Medrano, V. Ortiz Castelló, M. García-Ballesteros Reconocimiento de Gestos para HoloLens2 con Puntos 3D de las Manos Bajo Limitaciones de Datos Interacción Revista digital de AIPO, 5 (2), 18-29 (2024)

  8. Marina Escobar-Planas, Roberto Ruiz-Sánchez, Pedro Frau-Amar, Vicky Charisi, Carlos-D. Martínez-Hinarejos, Emilia Gómez, Luis Merino Implementing and Evaluating Trustworthy Conversational Agents for Children In: Plácido da Silva, H., Cipresso, P. (eds) Computer-Human Interaction Research and Applications. CHIRA 2024. CCIS, vol 2370, pp. 476-495. Springer, Cham. DOI: 10.1007/978-3-031-82633-7_29

  9. Miguel Zaragozá-Portolés, David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos Extending LIP-RTVE: Towards A Large-Scale Audio-Visual Dataset for Continuous Spanish in the Wild In Proc. IberSPEECH 2024, 201-205, doi: 10.21437/IberSPEECH.2024-41.

  10. David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos Towards Parameter-Efficient Non-Autoregressive Spanish Audio-Visual Speech Recognition In Proc. IberSPEECH 2024, 166-170, doi: 10.21437/IberSPEECH.2024-34.

  11. David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos The PRHLT Speech Recognition System for the Albayzín 2024 Bilingual Basque-Spanish Speech to Text Challenge In Proc. IberSPEECH 2024, 310-314, doi: 10.21437/IberSPEECH.2024-65.

  12. Giulia Rizzi, David Gimeno-Gómez, Elisabetta Fersini, Carlos-D. Martínez-Hinarejos PINK at EXIST2024: A Cross-Lingual and Multi-Modal Transformer Approach for Sexism Detection in Memes In CLEF 2024 - Working Notes, pp. 1177-1186.

  13. David Villanova-Aparisi, Solène Tarride, Carlos-D. Martínez-Hinarejos, Verónica Romero, Christopher Kermorvant, Moisés Pastor-Gadea Reading Order Independent Metrics for Information Extraction in Handwritten Documents In: Barney Smith, E.H., Liwicki, M., Peng, L. (eds) Document Analysis and Recognition - ICDAR 2024 Lecture Notes in Computer Science, vol 14805, pp. 191-215, 2024, Springer, Cham. (DOI: https://doi.org/10.1007/978-3-031-70536-6_12) CORE A GGS 2
  14. José-M. Acosta-Triana, David Gimeno-Gómez, Carlos D. Martínez-Hinarejos AnnoTheia: A Semi-Automatic Annotation Toolkit for Audio-Visual Speech Technologies In Proceedings of LREC-COLING 2024, pp. 1260-1269, 2024 CORE B
  15. David Gimeno-Gómez, Carlos D. Martínez-Hinarejos Comparison of Conventional Hybrid and CTC/Attention Decoders for Continuous Visual Speech Recognition In Proceedings of LREC-COLING 2024, pp. 3628-3638, 2024 CORE B
  16. David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos. Continuous lipreading based on acoustic temporal alignments EURASIP Journal on Audio, Speech, and Music Processing, 2024:25, 2024, (DOI: https://doi.org/10.1186/s13636-024-00345-7) JCR (2023): 1.7 - Q2/Q3, SJR: Q2
  17. David Gimeno-Gómez, Ana-Maria Bucur, Adrian Cosma, Carlos-D. Martínez-Hinarejos, Paolo Rosso Reading Between the Frames: Multi-modal Depression Detection in Videos from Non-verbal Cues In: Goharian, N., et al. Advances in Information Retrieval. ECIR 2024 . Lecture Notes in Computer Science, vol 14608, pp. 191-209. Springer, Cham. (DOI: https://doi.org/10.1007/978-3-031-56027-9_12) CORE A GGS 2

    18. 2023

  18. David Villanova-Aparisi, Carlos-D. Martínez-Hinarejos, Verónica Romero, Moisés Pastor-Gadea Evaluation of Different Tagging Schemes for Named Entity Recognition in Handwritten Documents In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (eds) Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, vol 14189, pp. 3-16, 2023. Springer, Cham. (DOI: https://doi.org/10.1007/978-3-031-41682-8_1) CORE A GGS 2
  19. David Villanova-Aparisi, Carlos-D. Martínez-Hinarejos, Verónica Romero, Moisés Pastor-Gadea Consistent Nested Named Entity Recognition in Handwritten Documents via Lattice Rescoring In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (eds) Document Analysis and Recognition - ICDAR 2023. Lecture Notes in Computer Science, vol 14187, pp. 255-268, 2023. Springer, Cham. (DOI: https://doi.org/10.1007/978-3-031-41676-7_15) CORE A GGS 2
  20. M. Escobar-Planas, V. Charisi, I. Hupont, C.-D. Martínez-Hinarejos, and E. Gómez. Towards Children-Centred Trustworthy Conversational Agents. Chatbots - The AI-Driven Front-Line Services for Customers [Working Title]. IntechOpen, Jul. 27, 2023. doi: 10.5772/intechopen.111484
  21. David Gimeno-Gómez, Carlos-D. Martínez-Hinarejos. Comparing Speaker Adaptation Methods for Visual Speech Recognition for Continuous Spanish. Applied Sciences. 2023; 13(11):6521. (DOI: https://doi.org/10.3390/app13116521) JCR: 2.5 - Q1/Q2, SJR Q2/Q3

  22. Marina Escobar-Planas, Emilia Gómez, Carlos-D. Martínez-Hinarejos From Ethical Guidelines to Practical Guidance to Develop Trustworthy Conversational Agents for Children In Language-Based AI Agent Interaction with Children Workshop @IWSDS, Los Angeles, USA - February 21st, 2023.

    23. 2022

  23. C.D. Martínez-Hinarejos, D. Gimeno-Gomez, F. Casacuberta, E. Granell, R. Paredes, M. Pastor, E. Vidal. Spanish Lipreading in Realistic Scenarios: the LLEER project. In Proc. IberSPEECH 2022, 241-245, doi: 10.21437/IberSPEECH.2022-49, 2022.

  24. Marina Escobar Planas, Emilia Gómez, Carlos-D. Martínez-Hinarejos Enhancing the Design of a Conversational Agent for an Ethical Interaction with Children. In Proc. IberSPEECH 2022, 171-175, doi: 10.21437/IberSPEECH.2022-35, 2022.

  25. David Gimeno-Gómez, Carlos D. Martínez-Hinarejos. Speaker-Adapted End-to-End Visual Speech Recognition for Continuous Spanish. In Proc. IberSPEECH 2022, 41-45, doi: 10.21437/IberSPEECH.2022-9, 2022.

  26. Marina Escobar-Planas, Emilia Gómez, Carlos D. Martínez-Hinarejos Guidelines to Develop Trustworthy Conversational Agents for Children In Proceedings of ETHICOMP, pp. 342-360 2022 CORE B

  27. David Gimeno-Gómez, Carlos D. Martínez-Hinarejos. LIP-RTVE: An Audiovisual Database for Continuous Spanish in the Wild In Proceedings of the Language Resources and Evaluation Conference (LREC 2022), Marseille, France, pp. 2750-2758, 2022

  28. David Villanova-Aparisi, Carlos-D. Martínez-Hinarejos , Verónica Romero, Moisés Pastor-Gadea. Evaluation of Named Entity Recognition in Handwritten Documents In: Uchida, S., Barney, E., Eglin, V. (eds) Document Analysis Systems. DAS 2022. Lecture Notes in Computer Science, vol 13237. Springer, Cham., pp 568-582 (DOI: 10.1007/978-3-031-06555-2_38) CORE B

    29. 2021

  29. Aitana Villaplana, Carlos D. Martínez-Hinarejos. Generation of Synthetic Sign Language Sentences In Proc. IberSPEECH 2020, pp. 235-239 (DOI: 10.21437/IberSPEECH.2021-50)

  30. David Gimeno-Gómez, Carlos D. Martínez-Hinarejos. Analysis of Visual Features for Continuous Lipreading in Spanish In Proc. IberSPEECH 2020, pp. 220-224 (DOI: 10.21437/IberSPEECH.2021-47)

    31. 2020

  31. Emilio Granell, Verónica Romero and Carlos-D. Martínez-Hinarejos. Study of the influence of lexicon and language restrictions on computer assisted transcription of historical manuscripts Neurocomputing, 390: 12-27, May 2020. (DOI: https://doi.org/10.1016/j.neucom.2020.01.081). JCR: 5.719 - Q1, SJR Q1

    32. 2019

  32. Emilio Granell, Verónica Romero and Carlos-D. Martínez-Hinarejos. Image-speech combination for interactive computer assisted transcription of handwritten documents Computer Vision and Image Understanding, 180: 74-83, March 2019. (DOI: https://doi.org/10.1016/j.cviu.2019.01.009). JCR: 3.121 - Q2, SJR Q1

    33. 2018

  33. Haritz Arzelus, Aitor Alvarez, Conrad Bernath, Eneritz García, Emilio Granell, Carlos D. Martínez-Hinarejos. The Vicomtech-PRHLT Speech Transcription Systems for the IberSPEECH-RTVE 2018 Speech to Text Transcription Challenge In Proc. IberSPEECH 2018, pp. 267-271 (DOI: 10.21437/IberSPEECH.2018-56)

  34. Emilio Granell, Carlos D. Martínez-Hinarejos, Verónica Romero. Advances on the Transcription of Historical Manuscripts based on Multimodality, Interactivity and Crowdsourcing In Proc. IberSPEECH 2018, pp. 174-178 (DOI: 10.21437/IberSPEECH.2018-35)

  35. Zuzanna Parcheta, Carlos D. Martínez-Hinarejos. Sign Language Gesture Classification using Neural Networks In Proc. IberSPEECH 2018, pp. 127-131 (DOI: 10.21437/IberSPEECH.2018-27)

  36. Conrad Bernath, Aitor Alvarez, Haritz Arzelus, Carlos D. Martínez-Hinarejos. Exploring E2E speech recognition systems for new languages In Proc. IberSPEECH 2018, pp. 102-106 (DOI: 10.21437/IberSPEECH.2018-22)

  37. Emilio Granell, Carlos D. Martínez-Hinarejos, Verónica Romero. Improving Transcription of Manuscripts with Multimodality and Interaction In Proc. IberSPEECH 2018, pp. 92-96 (DOI: 10.21437/IberSPEECH.2018-20)

  38. Carlos D. Martínez-Hinarejos, Emilio Granell, Verónica Romero. Comparing different feedback modalities in assisted transcription of manuscripts In 13th IAPR Workshop on Document Analysis Systems (DAS 2018), pp. 115-120, 2018. CORE B
  39. Emilio Granell, Verónica Romero and Carlos-D. Martínez-Hinarejos. Multimodality, interactivity, and crowdsourcing for document transcription Computational Intelligence, 34: 398-419, 2018. (DOI: 10.1111/coin.12169). JCR: 0.776 - Q4, SJR Q3

  40. Emilio Granell, Edgard Chammas, Laurence Likforman-Sulem, Carlos D. Martínez-Hinarejos, Chafic Mokbel, Bogdan-Ionut Cirstea. Transcription of Spanish Historical Handwritten Documents with Deep Neural Networks Journal of Imaging, 4 (1), 15, 2018. DOI:10.3390/jimaging4010015

    41. 2017

  41. Ahmed Fawzi, Moisés Pastor, Carlos D. Martínez-Hinarejos. Baseline Detection on Arabic Handwritten Documents In DocEng '17: Proceedings of the 2017 ACM Symposium on Document Engineering, pp. 193-196, 2017. CORE B
  42. Carlos D. Martínez-Hinarejos, Zuzanna Parcheta. Spanish Sign Language Recognition with Different Topology Hidden Markov Models Proceedings of the Interspeech 2017, pp. 3349-3353. Stockholm, Sweden, 2017. (DOI: http://dx.doi.org/10.21437/Interspeech.2017-275). CORE A GGS 2
  43. Emilio Granell, Verónica Romero and Carlos-D. Martínez-Hinarejos. Using Speech and Handwriting in an Interactive Approach for Transcribing Historical Documents. Handwriting: Recognition, Development and Analysis. B. L. Dantas Bezerra, C. Zanchetti, A. H. Toselli, and G. Pirlo (Editors). pp. 277-296. Nova Science Publishers. 2017.

  44. Lorenzo Quirós, Carlos-D. Martínez-Hinarejos, Alejandro H. Toselli, Enrique Vidal. Interactive Layout Detection In L.A. Alexandre et al. (Eds.): IbPRIA 2017, LNCS 10255, pp. 161-168, 2017 (DOI: 10.1007/978-3-319-58838-4_18).

  45. Zuzanna Parcheta, Carlos-D. Martínez-Hinarejos Sign Language Gesture Recognition Using HMM L.A. Alexandre et al. (Eds.): IbPRIA 2017, LNCS 10255, pp. 419-426, 2017 (DOI: 10.1007/978-3-319-58838-4_46).

  46. Aitor Álvarez, Carlos-D. Martínez-Hinarejos, Haritz Arzelus, Marina Balenciaga, Arantza del Pozo. Improving the automatic segmentation of subtitles through conditional random field Speech Communication, 88: 83-95, 2017 (DOI: 10.1016/j.specom.2017.01.010). JCR: 1.585 - Q3, SJR Q1/Q2
  47. Emilio Granell, Carlos-D. Martínez-Hinarejos. Multimodal Crowdsourcing for Transcribing Handwritten Documents IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25(2):409-419, 2017 (DOI: 10.1109/TASLP.2016.2634123). JCR: 2.950 - Q1/Q2, SJR Q1/Q2

    48. 2016

  48. S. Jiménez-Serrano, J. Sanz Sánchez, C.D. Martínez-Hinarejos, B. Igual, J. Millet, E. Zorio, F. Castells. A first approach to Arrhythmogenic Cardiomyopathy detection through ECG and Hidden Markov Models. In XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica, pages 38-41, 2016.

  49. Emilio Granell, Carlos-D. Martínez-Hinarejos. Collaborator Effort Optimisation in Multimodal Crowdsourcing for Transcribing Historical Manuscripts. In Alberto Abad, Alfonso Ortega, António Teixeira, Carmen García Mateo, Carlos D. Martínez Hinarejos, Fernando Perdigão, Fernando Batista, Nuno Mamede (Eds.), Advances in Speech and Language Technologies for Iberian Languages, Lecture Notes in Artificial Intelligence 10077, pp. 234-244, Springer, 2016.

  50. Carlos-D. Martínez-Hinarejos, Josep Lladós, Alicia Fornés, Francisco Casacuberta, Lluis de las Heras, Joan Mas, Moisés Pastor, Oriol Ramos, Joan-Andreu Sánchez, Enrique Vidal, Fernando Vilariño. Context, multimodality, and user collaboration in handwritten text processing: the CoMUN-HaT project. In Proceedings of IberSpeech 2016, pp. 375-383, 2016.

  51. Emilio Granell, Carlos-D. Martínez-Hinarejos. Read4SpeechExperiments: A Tool for Speech Acquisition from Mobile Devices. In Proceedings of IberSpeech 2016, pp. 411-417, 2016.

  52. Aitor Álvarez, Carlos-D. Martínez-Hinarejos, Haritz Arzelus. Comparing rule-based and statistical methods in automatic subtitle segmentation for Basque and Spanish. In Proceedings of IberSpeech 2016, pp. 251-260, 2016.

  53. Rosa-M. Giménez-Pérez, Iván Sánchez-Padilla, Carlos-D. Martínez-Hinarejos. Dialogue Act Annotation of a Multiparty Meeting Corpus with Discriminative Models In Proceedings of IberSpeech 2016, pp. 241-250, 2016.

  54. Emilio Granell, Carlos D. Martínez-Hinarejos. A Multimodal Crowdsourcing Framework for Transcribing Historical Handwritten Documents In DocEng '16 Proceedings of the 2016 ACM Symposium on Document Engineering, pp. 157-163, 2016. CORE B

  55. Aitor Álvarez, Marina Balenciaga, Arantza del Pozo, Haritz Arzelus, Anna Matamala, Carlos-D. Martínez-Hinarejos. Impact of automatic segmentation on the quality, productivity and self-reported post-editing effort of intralingual subtitles. In Proceedings of the 10th international conference on Language Resources and Evaluation (LREC2016), Portorož, Slovenia, pp. 3049-3053, May 2016.

  56. Emilio Granell, Verónica Romero, Carlos D. Martínez-Hinarejos. An Interactive Approach with Off-line and On-line Handwritten Text Recognition Combination for Transcribing Historical Documents. In 12th IAPR Workshop on Document Analysis Systems (DAS 2016), pp. 269-274, 2016. CORE B

    57. 2015

  57. Emilio Granell, Carlos-D. Martínez-Hinarejos. Multimodal Output Combination for Transcribing Historical Handwritten Documents In G. Azzopartdi and N. Petkov (Eds.) CAIP 2015, Part I, LNCS 9256, pp. 246-260, 2015. CORE B
  58. Emilio Granell, Carlos-D. Martínez-Hinarejos. Combining Handwriting and Speech Recognition for Transcribing Historical Handwritten Documents In Proceedings of ICDAR 2015, pp. 126-130, 2015. CORE A GGS 2
  59. Carlos-D. Martínez-Hinarejos, José-Miguel Benedí, Vicent Tamarit. Unsegmented Dialogue Act Annotation and Decoding with N-Gram Transducers IEEE/ACM Transactions on Audio, Speech, and Language Processing, 23(1):198-211, 2015 (DOI 10.1109/TASLP.2014.2377595). JCR: 1.225 - Q2/Q3 (named changed in 2014 from IEEE Transactions on Audio Speech and Language Processing, JCR 2014: 2.475 - Q1, JCR 2015: 1.877 - Q2), SJR Q1

    60. 2014

  60. Emilio Granell, Carlos-D. Martínez-Hinarejos. A study of the quality of automatic speech recognition in distributed systems. In Proceedings of IberSpeech 2014, pp. 119-128, Universidad de Las Palmas de Gran Canaria, 2014.

  61. Carlos-D. Martínez-Hinarejos, Ruxandra Dumitru. Detection of sexist language by using text classification techniques. In Proceedings of IberSpeech 2014, pp. 159-168, Universidad de Las Palmas de Gran Canaria, 2014.

  62. Carlos-D. Martínez-Hinarejos, José-Miguel Benedí. A comparative study between generative and discriminative statistical models for unsegmented dialogue annotation. In Proceedings of IberSpeech 2014, pp. 178-187, Universidad de Las Palmas de Gran Canaria, 2014.

  63. Emilio Granell, Carlos-D. Martínez-Hinarejos, Guillermo Amat, Javier Fernández, Álvaro Arranz, Ángel Ramos, José Miguel Benedí, Alberto Sanchis. Speech Recognition on the Percepción Project In Proceedings of IberSpeech 2014, pp. 321-330, Universidad de Las Palmas de Gran Canaria, 2014.

  64. Carlos-D. Martínez-Hinarejos, Emilio Granell, David Rambla, Andrea Calia, Alejandro Luján, Guillermo Amat, Ángel Ramos, José-Miguel Benedí, Alberto Sanchis. The Percepción Smart Campus system In Proceedings of IberSpeech 2014, pp. 359-366, Universidad de Las Palmas de Gran Canaria, 2014.

  65. Fabrizio Ghigi, Carlos-D. Martínez-Hinarejos, and José-Miguel Benedí. Active Learning to Speed-Up the Training Process for Dialogue Act Labelling. In Vetulani, Zygmunt, Mariani, Joseph (Eds.), Human Language Technology Challenges for Computer Science and Linguistics, 5th Language and Technology Conference, LTC 2011, Poznań, Poland, November 25-27, 2011, Revised Selected Papers, Lecture Notes in Computer Science, Vol. 8387, pages 253-263. Springer, 2014.
  66. Carlos-D. Martínez-Hinarejos, Vicent Tamarit, and José-Miguel Benedí. Direct and Wordgraph-Based Confidence Measures in Dialogue Annotation with N-Gram Transducers. In Vetulani, Zygmunt, Mariani, Joseph (Eds.), Human Language Technology Challenges for Computer Science and Linguistics, 5th Language and Technology Conference, LTC 2011, Poznań, Poland, November 25-27, 2011, Revised Selected Papers, Lecture Notes in Computer Science, Vol. 8387, pages 264-275. Springer, 2014.
  67. Vicent Alabau, Carlos-D. Martínez-Hinarejos, Verónica Romero, Antonio-L. Lagarda. An iterative multimodal framework for the transcription of handwritten historical documents Pattern Recognition Letters 35 (2014) 195-203. JCR: 1.551 - Q2, SJR Q1/Q2

    68. 2013

  68. Volkmar Frinken, Andreas Fischer, Carlos-D. Martínez-Hinarejos. Handwriting recognition in historical documents using very large vocabularies Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing (HIP '13), pp. 67-72. ACM, New York, NY, USA, 2013. DOI=10.1145/2501115.2501116.

    69. 2012

  69. Carlos-D. Martínez-Hinarejos, Santiago Sánchez-Alepuz, Natividad Prieto-Sáez. COPS: a computer programming tool to cope with functional diversity. Proceedings of IberSpeech 2012, pp. 371-376, Universidad Autónoma de Madrid, Madrid, 2012.

  70. Emilio Granell, Carlos-D. Martínez-Hinarejos, Vicent Tamarit. Hermes: a mobile distributed speech translation system. Proceedings of IberSpeech 2012, pp. 365-370, Universidad Autónoma de Madrid, Madrid, 2012.

  71. Vicent Tamarit, Carlos-D. Martínez-Hinarejos, José-Miguel Benedí. Estimating the number of segments for improving dialogue act labelling Natural Language Engineering 18 (1): 1-19. Jan 2012. JCR 0.474 - Q4, SJR Q1/Q2 doi:10.1017/S135132491000032X

    72. 2011

  72. Fabrizio Ghigi, Carlos D. Martínez-Hinarejos, José-Miguel Benedí. Active Learning to speed-up the process for Dialogue Act Labelling. Proceedings of 5th Language and Technology Conference, 2011. Zygmunt Vetulani (Editors). pp. 314-318. Adam Mickiewicz University. Poznan, Poland.

  73. Carlos D. Martínez-Hinarejos, Vicent Tamarit, José-Miguel Benedí. Confidence measures in dialogue annotation by N-gram transducers. Proceedings of the 5th Language and Technology Conference, 2011. Zygmunt Vetulani (Editors). pp. 565-569. Adam Mickiewicz University. Poznan, Poland.

  74. Vicent Alabau, Verónica Romero, Antonio L. Lagarda, Carlos D. Martínez-Hinarejos. A Multimodal Approach to Dictation of Handwritten Historical Documents. Proceedings of the Interspeech 2011, pp. 2245-2248. Florence, Italy, 2011. CORE A GGS 2

  75. Rubén San-Segundo, Carlos D. Martínez-Hinarejos, Alfonso Ortega. REVIEW OF RESEARCH ON SPEECH TECHNOLOGY: MAIN CONTRIBUTIONS FROM SPANISH RESEARCH GROUPS. Journal of Speech Sciences, 2011. Vol. 1 (1), pp. 31-53.

  76. Fabrizio Ghigi, Vicent Tamarit, Carlos-D. Martínez-Hinarejos, José-Miguel Benedí. Active Learning for Dialogue Act Labelling. In Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), pages 652-659, Springer, 2011

  77. Vicent Tamarit, Carlos D. Martínez-Hinarejos, José-Miguel Benedí. On the Use of N-gram Transducers for Dialogue Annotation. Spoken Dialogue Systems Technology and Design. Wolfgang Minker, Gary G. Lee, Satoshi Nakamura, et al (Editors). pp. 255-276. Springer. 2011.

    78. 2010

  78. Carlos D. Martínez-Hinarejos, Vicent Tamarit, and José-Miguel Benedí. Evaluation of the incremental dialogue annotation using n-gram transducers. In Universidad de Vigo, editor, VI Jornadas en Tecnología del Habla and II Iberian SLTech Workshop (FALA 2010), pages 55-58, Vigo, Spain, November 2010.

  79. Míriam Luján-Mares, Carlos-D. Martínez-Hinarejos, Vicente Alabau, and Alberto Sanchis. Some issues on the expectation-maximisation process for maximum likelihood linear regression. In Universidad de Vigo, editor, VI Jornadas en Tecnología del Habla and II Iberian SLTech Workshop (FALA 2010), pages 127-130, Vigo, Spain, November 2010.

  80. R. Granell, S. Pulman, C.D. Martínez-Hinarejos, and J.M. Benedí. Dialogue act tagging and segmentation with a single perceptron. In Interspeech: 11th Annual Conference of the International Speech Communication Association, pages 3074-3077, Makuhari, Japan, 2010. CORE A GGS 2

  81. Carlos D. Martínez-Hinarejos, Vicent Tamarit, and José-Miguel Benedí. Evaluation of HMM-based models for the annotation of unsegmented dialogue turns. In Proceedings of the seventh international conference on Language Resources and Evaluation (LREC2010), pages 1608-1613, Malta, May 2010. European Language Resources Association (ELRA).

    82. 2009

  82. Vicent Tamarit, Carlos-D. Martínez-Hinarejos, and José-M. Benedí Ruiz. Reduction of the temporal complexity of n-gram transducers for dialogue annotation. In Proceedings of the First International Workshop of Spoken Dialog Systems Technology, pages 302-305, Irsee (Germany), December 2009. IWSDS.

  83. Carlos D. Martínez-Hinarejos, Vicent Tamarit, and José-Miguel Benedí. Improving unsegmented dialogue turns annotation with n-gram transducers. In Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation (PACLIC23), volume 1, pages 345-354, Hong Kong, December 2009. City University of Hong Kong Press. CORE B
  84. Míriam Luján-Mares, Carlos D. Martínez-Hinarejos, and Vicente Alabau. A study on bilingual speech recognition involving a minority language. In Zygmunt Vetulani and Hans Uszkoreit, editors, Human Language Technology. Challenges of the Information Society, Third Language and Technology Conference, LTC 2007, Poznan, Poland, October 5-7, 2007, Revised Selected Papers, volume 5603 of Lecture Notes in Computer Science, pages 36-49. Springer, 2009.

  85. Ramón Granell, Stephen Pulman, and Carlos-D. Martínez-Hinarejos. Simultaneous dialogue act segmentation and labelling using lexical and syntactic features. In Proceedings of the SIGDIAL 2009 Conference, pages 333-336, London, UK, September 2009. Association for Computational Linguistics.

  86. Vicent Tamarit, Carlos-D. Martínez-Hinarejos, and José-M. Benedí Ruiz. Improving unsegmented statistical dialogue act labelling. In Galia Angelova, Kalina Bontcheva, Ruslan Mitkov, Nicolas Nicolov, and Nikolai Nikolov, editors, Proceedings of the International Conference Recent Advances in Natural Language Processing. 2009, pages 434-440, Borovets (BULGARIA), September 2009. RANLP.

  87. Vicent Tamarit and Carlos-D. Martínez-Hinarejos. Estimating the number of segments of a turn in dialogue systems. In Ana Fred, editor, Proceedings of the 9th International Workshop on Pattern Recognition in Information Systems - PRIS 2009, pages 9-17, Milan (ITALY), May 2009. INSTICC Press.

  88. Carlos D. Martínez-Hinarejos. A study of a segmentation technique for dialogue act assignation. In Proceedings of the Eighth International Conference in Computational Semantics IWCS8, pages 299-304, Tilburg, The Nederlands, January 2009. Tilburg University, Department of Communication and Information Sciences.

    89. 2008

  89. Carlos D. Martínez-Hinarejos, Jose-Miguel Benedí, and Ramón Granell. Statistical framework for a spanish spoken dialogue corpus. Speech Communication, 50:992-1008, 2008. JCR 1.229 - Q2, SJR Q1/Q2

  90. Antonio L. Lagarda, Vicent Alabau, Carlos-D. Martínez-Hinarejos, Alejandro-H. Toselli, Verónica Romero, José-R. Navarro, and Enrique Vidal. Computer-assisted handwritten text transcription using speech recognition. In V Jornadas en Tecnología del Habla (VJTH'2008), pages 229-232, Bilbao (Spain), Nov 2008.

  91. Mukund Jha, Sourabh Sriom, Míriam Luján-Mares, Carlos-D. Martínez-Hinarejos, and Alberto Sanchís. Improved unsupervised speech recognition system using mllr speaker adaptation and confidence measurement. In V Jornadas en Tecnologías del Habla (VJTH'2008), pages 255-258, Bilbao (SPAIN), Nov 2008.

  92. Míriam Luján Mares, Vicent Tamarit, Roberto Paredes, Vicent Alabau, and Carlos-D. Martínez-Hinarejos. El sistema de identificación de la lengua de prhlt. In V Jornadas en Tecnologías del Habla (VJTH'2008), pages 110-111, Bilbao (SPAIN), Nov 2008.

  93. Míriam Luján-Mares, Vicent Tamarit, Vicent Alabau, Carlos-D. Martínez-Hinarejos, Moisés Pastor, Alberto Sanchis, and Alejandro Toselli. iatros: A speech and handwritting recognition system. In V Jornadas en Tecnologías del Habla (VJTH'2008), pages 75-78, Bilbao (SPAIN), Nov 2008.

  94. V. Tamarit and C.D. Martínez-Hinarejos. Dialog act labeling in the dihana corpus using prosody information. In V Jornadas en Tecnologías del Habla (VJTH'2008), pages 183-186, Bilbao (SPAIN), November 2008.

  95. Carlos D. Martínez-Hinarejos and Vicent Tamarit. Evaluation of different segmentation techniques for dialogue turns. In European Language Resources Association (ELRA), editor, Proceedings of the Sixth International Language Resources and Evaluation (LREC'08), Marrakech, Morocco, may 2008.

  96. Míriam Luján Mares, Carlos David Martínez Hinarejos, and Vicent Alabau Gonzalvo. Evaluation of several maximum likelihood linear regression variants for language adaptation. In European Language Resources Association (ELRA), editor, Proceedings of the Sixth International Language Resources and Evaluation (LREC'08), Marrakech, Morocco, may 2008.

    97. 2007

  97. M. Luján, C. D. Martínez, and V. Alabau. A study on bilingual speech recognition involving a minority language. In 3rd Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics, pages 138-142, Poznan, (Poland), October 2007.

  98. C. D. Martínez Hinarejos. On the training data requirements for an automatic dialogue annotation technique. In Proceedings of 8th SIGDIAL Workshop on Discourse and Dialogue, pages 211-214, Antwerp, Belgium, September 2007.

    99. 2006

  99. Vicente Alabau and Carlos Martínez-Hinarejos. Bilingual speech recognition in two phonetically similar languages. In IV Jornadas en Tecnologia del Habla, pages 197-202, Zaragoza, Spain, November 2006.

  100. J. R. Navarro-Cerdán, C. Martínez-Hinarejos, A. L. Lagarda-Arroyo, and L. Rodríguez-Ruiz. Iterative speaker adaptation using mllr. In IV Jornadas en Tecnologías del Habla (IVJTH'2006), pages 277-282, Zaragoza (SPAIN), Nov 2006.

  101. V. Tamarit and C. D. Martínez. Control de un robot "robosapien" mediante voz. In IV Jornadas en Tecnologías del Habla (IVJTH'2006), pages 303-308, Zaragoza (SPAIN), November 2006.

  102. C.D. Martínez-Hinarejos. Automatic annotation of dialogues using n-grams. In Petr Sojka, Ivan Kopecek, and Karel Pala, editors, Proceedings of the Ninth International Conference on Text, Speech and Dialogue--TSD 2006, Lecture Notes in Artificial Intelligence LNCS/LNAI 4188, pages 653-660, Brno, Czech Republic, Sep 2006. Springer-Verlag.

  103. E. Vidal, F. Casacuberta, L. Rodríguez, J. Civera, and C. Martínez. Computer-assisted translation using speech recognition. IEEE Transaction on Audio, Speech and Language Processing, 14(3):941-951, 2006. (JCR 2007 0.768 - Q3, JCR 2008 1.848 Q1/Q2, SJR - Q1, name changed in 2006 from IEEE Transactions on Speech and Audio Processing, with JCR 2006 1.006 - Q2, JCR 2007 2.291 - Q1)
  104. C. D. Martínez-Hinarejos, R. Granell, and J. M. Benedí. Segmented and unsegmented dialogue-act annotation with statistical dialogue models. In Proceedings of the COLING/ACL 2006 Main Conference Poster Sesions, pages 563-570, Sydney, Australia,, 17th-21th July 2006. CORE A*/A GGS 1/2

  105. V. Alabau and C.D. Martínez. Bilingual speech corpus in two phonetically similar languages. In Proc. of LREC'06, pages 1624-1627, 2006.

  106. V. Alabau, J.M. Benedí, F. Casacuberta, A. Juan, C.D. Martínez-Hinarejos, M. Pastor, L. Rodríguez, J.A. Sánchez, A. Sanchís, and E. Vidal. Pattern Recognition Approaches for Speech Recognition Applications. In F. Pla, P. Radeva, and J. Vitrià, editors, Pattern Recognition: Progress, Directions and Applications, pages 21-40. Centre de Visió per Computador, 2006.

    107. 2005

  107. N. Alcácer, J.M. Benedí, F.Blat, R.Granell, C.D. Martínez, and F.Torres. Acquisition and Labelling of a Spontaneous Speech Dialogue Corpus. In SPECOM, pages 583-586, Patras, Grecia, 2005.

  108. L. Rodríguez, J. Civera, E. Vidal, Francisco Casacuberta, and C. Martínez. On the use of speech recognition in computer assisted translation. In Proceedings of the InterSpeech'05, pages 2269-2272, Lisbon (Portugal), September 4-8 2005. CORE A GGS 2

    109. 2004

  109. C.D. Martínez-Hinarejos, L. Rodríguez, J.A. Sánchez, A. Sanchis, and E. Vidal. Comparison of several speaker adaptation alternatives for a spanish speech task. In Actas de las III Jornadas de Tecnologías del Habla, Valencia, Spain, November 2004.

  110. F. Mas, J. Vicedo, and C.D. Martínez-Hinarejos. Development of a voice-based telephone information system. In Actas de las III Jornadas de Tecnologías del Habla, Valencia, Spain, November 2004.

  111. F. Casacuberta, H. Ney, F. J. Och, E. Vidal, J. M. Vilar, S. Barrachina, I. Garcia-Varea, C. Martínez, D. Llorens, S. Molau, F. Nevado, M. Pastor, D. Picó, and A. Sanchis. Some approaches to statistical and finite-state speech-to-speech translation. Computer Speech and Language, 18:25-47, 2004. JCR 0.512 - Q3, SJR Q1/Q2

    112. 2003

    C. D. Martínez Hinarejos. La cadena media y sus aplicaciones en el reconocimiento de formas. PhD thesis, Universidad Politécnica de Valencia, Valencia (Spain), July 2003. (In spanish).

  112. C. D. Martínez-Hinarejos, A. Juan, and F. Casacuberta. Generalized k-medians clustering for strings. In Francisco José Perales, Aurélio J. C. Campilho, Nicolás Pérez de la Blanca, and Alberto Sanfeliu, editors, Pattern Recognition and Image Analysis, First Iberian Conference IbPRIA 2003 Proceedings, Lecture Notes in Computer Science LNCS 2652, pages 502-509, Port d'Andratx, Mallorca, Spain, jun 2003. Springer-Verlag.

  113. R. A. Mollineda, E. Vidal, and C. Martínez Hinarejos. Adaptive learning for string classification. In Francisco J. Perales, Aurélio J. C. Campilho, Nicolás Pérez de la Blanca, and Alberto Sanfeliu, editors, 1st Iberian Conference on Pattern Recognition and Image Analysis, volume 2652 of Lecture Notes in Computer Science, pages 564-571, Port d'Andratx, Mallorca, Spain, June 2003. Springer-Verlag.

  114. C. D. Martínez-Hinarejos, A. Juan, and F. Casacuberta. Median strings for k-nearest neighbour classification. Pattern Recognition Letters., 24:173-181, jan 2003. JCR 0.809 - Q3, SJR Q2/Q3

    115. 2002

  115. Carlos D. Martínez-Hinarejos, Alfons Juan, and Francisco Casacuberta. Pattern recognition and string matching, chapter Prototype Extraction for k-NN Classifiers using Median Strings. Combinatorial Optimization. Kluwer Academic Publishers, 2002.
  116. C.D. Martínez-Hinarejos, A. Juan, F. Casacuberta, and R. Mollineda. Reducing the computational cost of computing approximated median strings. In Terry Caelli, Adnan Admin, Robert P. W. Duin, Mohamed Kamel, and Dick de Ridder, editors, Structural, Syntactic and Statistical Pattern Recognition, Joint International Workshops SSPR 2002 and SPR 2002 Proceedings, Lecture Notes in Artificial Intelligence LNCS/LNAI 2396, pages 47-55, Windsor, Ontario, Canada, Aug 2002. Springer-Verlag. CORE A

  117. C. D. Martínez-Hinarejos, E. Sanchis, F. García-Granada, and P. Aibar. A labelling proposal to annotate dialogues. In Proceedings of the Third International Conference on Language Resources and Evaluation, volume 5, pages 1566-1582, Las Palmas de Gran Canaria, May 2002.

  118. C.D. Martínez-Hinarejos and F. Casacuberta. Evaluating a probabilistic dialogue model for a railway information task. In Petr Sojka, Ivan Kopecek, and Karel Pala, editors, Proceedings of the Fifth International Conference on Text, Speech and Dialogue--TSD 2002, Lecture Notes in Artificial Intelligence LNCS/LNAI 2448, pages 381-388, Brno, Czech Republic, Sep 2002. Springer-Verlag.

  119. C.D. Martínez-Hinarejos and F. Casacuberta. Modelado probabilístico de diálogo. In Proceedings of the 8th Iberoamerican Conference on Artificial Inteligence, IBERAMIA'2002, Open Discussion Track, pages 39-48, Sevilla, Spain, Nov 2002.

    120. 2001

  120. F. Casacuberta, C. Martínez, F. Nevado, and E. Vidal. Implementation of an automatic voice-driven telephone exchange. In Proceedings of the IX Spanish Symposium on Pattern Recognition and Image Analysis, pages 307-314, Benicàssim. Spain, May 2001. AERFAI.

  121. C. D. Martínez, A. Juan, and F. Casacuberta. Improving classification using median string and NN rules. In Proc. of the IX Spanish Symposium on Pattern Recognition and Image Analysis, volume II, pages 391-395, Benicàssim (Spain), May 2001.

  122. F. Casacuberta, D. Llorens, C. Martínez, S. Molau, F. Nevado, H. Ney, M. Pastor, D. Picó, A. Sanchis, E. Vidal, and J. M. Vilar. Speech-to-speech translation based on finite-state transducers. In International Conference on Acoustic, Speech and Signal Processing, volume 1. IEEE Press, April 2001. CORE B GGS 2

    123. 2000

  123. F. Casacuberta, C. Martínez, F. Nevado, and E. Vidal. Implementación de una centralita automática dirigida por voz. In Actas de las I Jornadas de Tecnologías del Habla, Sevilla, Spain, November 2000.

  124. C. D. Martínez Hinarejos and F. Casacuberta. Modelado probabilístico de sistemas de diálogo. In Actas de las I Jornadas de Tecnologías del Habla, Sevilla, Spain, November 2000.

  125. C. D. Martínez Hinarejos and F. Casacuberta. A pattern recognition approach to dialog labelling by using finite-state transducers. In Proceedings of 5th. IberoAmerican Symposium on Pattern Recognition, pages 669-677, Lisbon, Portugal, September 2000.

  126. C. D. Martínez, A. Juan, and F. Casacuberta. Use of Median String for Classification. In Proc. of the 15th Int. Conf. on Pattern Recognition (ICPR 2000), volume 2, pages 907-910, Barcelona (Spain), September 2000. CORE A GGS 2

Research