Publicaciones de los miembros del Grupo SigMAT: Revistas y libros


Artículos en revistas
2023
I Hernáez-Rioja, JA Gonzalez-Lopez, H Christensen, "Special Issue on Applications of Speech and Language Technologies in Healthcare", Applied Sciences 13 (11), 2023/6/5. DOI: https://doi.org/10.3390/app13116840
2022
Amelia Villegas-Morcillo, Angel M. Gomez, Victoria Sanchez, "An Analysis of Protein Language Model Embeddings for Fold Prediction". Briefings in Bioinformatics, Volume 23, Issue 3, May 2022. DOI: 10.1093/bib/bbac142
Alejandro Gomez-Alanis, Jose A. Gonzalez-Lopez, Antonio M. Peinado, “GANBA: Generative Adversarial Network for Biometric Anti-spoofing”, MDPI Applied Sciences, vol. 12, no. 3, pp. 1454, 2022. DOI: 10.3390/app12031454
Gonzalez-Lopez JA, Gomez-Alanis A, Pérez-Córdoba JL, Green PD."Non-Parallel Articulatory-to-Acoustic Conversion Using Multiview-Based Time Warping". MDPI Applied Sciences. 2022; 12(3):1167. DOI: https://doi.org/10.3390/app12031167
2021
Fernández, S.; Dumitrache, C.; Gonzalez-Lopez, J.A.; “Acoustic analysis of the voice in patients with Parkinson’s disease and hypokinetic dysarthria,” Revista de Logopedia, Foniatría y Audiología. Volume 41, Issue 3, Pages 142-150, July–September 2021. DOI: 10.1016/j.rlfa.2020.04.002
Amelia Villegas-Morcillo, Victoria Sanchez, Angel M. Gomez, "FoldHSphere: Deep Hyperspherical Embeddings for Protein Fold Recognition", BMC Bioinformatics, 22(490), pp. 1-21. 2021. 10.1186/s12859-021-04419-7
Alejandro Gomez-Alanis, Jose A. Gonzalez-Lopez, S. Pavankumar Dubagunta, Antonio M. Peinado, Mathew Magimai-Doss, "On Joint Optimization of Automatic Speaker Verification and Anti-spoofing in the Embedding Space”, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 1579-1593, 2021. 10.1109/TIFS.2020.3039045
2020
A. Gomez-Alanis, J. A. Gonzalez-Lopez, S. Pavankumar Dubagunta, A. M. Peinado, and Mathew Magimai.-Doss , "On Joint Optimization of Automatic Speaker Verification and Anti-spoofing in the Embedding Space,", IEEE Transactions on Information Forensics and Security, accepted. Nov. 2020. DOI: 10.1109/TIFS.2020.3039045.
Juan M. Martín-Doñas, Jesper Jensen, Zheng-Hua Tan, Angel M. Gomez, and Antonio M. Peinado, , "Online multichannel speech enhancement based on recursive EM and DNN-based speech presence estimation", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Early Access. 2020. DOI: 10.1109/TASLP.2020.3036776
Villegas-Morcillo A, Gomez AM, Morales Cordovilla JA, Sanchez Calle VE: "Protein Fold Recognition from Sequences using Convolutional and Recurrent Neural Networks". IEEE/ACM Trans Comput Biol Bioinform. Early Access. 2020 Jul.  DOI: 10.1109/TCBB.2020.3012732.
Gonzalez-Lopez, J.A.; Gomez-Alanis, A.; Martín-Doñas, J.M.; Pérez-Córdoba, J.L.; Gómez, A.M.: “Silent speech interfaces for speech restoration: A review,” IEEE Access, 8:177995-178021, Sep. 2020. DOI: 10.1109/ACCESS.2020.3026579.
Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C H J van Ham, Angel M Gomez, Victoria Sanchez, Marcel J T Reinders: “Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function,” Bioinformatics, Aug. 2020. DOI: 10.1093/bioinformatics/btaa701.
A. Gomez-Alanis, J. A. Gonzalez-Lopez and A. M. Peinado , "A Kernel Density Estimation Based Loss Function and its Application to ASV-Spoofing Detection,", IEEE Access, vol. 8, pp. 108530-108543, Jun. 2020, DOI: 10.1109/ACCESS.2020.3000641.
2019
A. Gomez-Alanis, A. M. Peinado, J. A. Gonzalez, A. M. Gomez , "A Gated Recurrent Convolutional Neural Network for Robust Spoofing Detection", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 27, pp.:1985-1999, Dec. 2019.
Morales-Artacho, Antonio J.; García-Ramos, Amador; Pérez-Castilla, Alejandro; Padial, Paulino; Gomez, Angel M.; Peinado, Antonio M.; Pérez-Córdoba, Jose L.; Feriche, Belén, "Muscle Activation During Power-Oriented Resistance Training: Continuous vs. Cluster Set Configurations". The Journal of Strength and Conditioning Research, Vol. 33, Suppl 1, pp. S95–S102. July 2019.
Juan Manuel Martín-Doñas, Antonio M. Peinado, Iván López-Espejo, Angel Manuel Gómez, "Dual-Channel Speech Enhancement Based on Extended Kalman Filter Relative Transfer Function Estimation", Applied Sciences, vol. 9, no. 12, 2520, Jun. 2019.
2018
Juan Manuel Martín-Doñas, Angel Manuel Gómez, Jose A. González, Antonio M. Peinado, "A Deep Learning Loss Function Based on the Perceptual Evaluation of the Speech Quality",  IEEE Signal Processing Letters, vol. 25, no. 11, Nov. 2018.
Morales-Cordovilla JA, Sanchez V, Ratajczak M, "Protein alignment based on higher order conditional random fields for template-based modeling",  PLoS ONE 13(6): e0197912. Pp.: 1-14. June 2018.
Iván López-Espejo, Antonio M. Peinado, Angel M. Gomez, Jose A. Gonzalez, "Dual-channel spectral weighting for robust speech recognition in mobile devices",  Digital Signal Processing, Volume 75, Pages 13–24, April 2018.
Domingo López-Oller, Nadir Benamirouche, Angel M. Gomez, José L. Pérez-Córdoba, "Speech excitation signal recovering based on a novel error mitigation scheme under erasure channel conditions", Speech Communication, Volume 97, Pages 73-80, March 2018. DOI: 10.1016/j.specom.2018.01.004.
2017
Jose A. Gonzalez, Lam A. Cheah, Angel M. Gomez, Phil D. Green, James M. Gilbert , Stephen R. Ell, Roger K. Moore, and Ed Holdsworth, "Direct Speech Reconstruction From Articulatory Sensor Data by Machine Learning",   IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 5, No. 12, December 2017.
Jose A. Gonzalez, Angel M. Gómez, Antonio M. Peinado, Ning Ma, Jon Barker,   "Spectral reconstruction and noise model estimation based on a masking model for noise-robust speech recognition",  Circuits, Systems, and Signal Processing, Volume 36, Issue 9, pp 3731–3760, September 2017.
Antonio M. Peinado, Ján Koloda, Angel M.Gomez, Victoria Sanchez, "A statistical analysis of the kernel-based MMSE estimator with application to image reconstruction",   Signal Processing: Image Communication, Volume 55, Pages 41-54, July 2017.
James M. Gilbert, Jose A. Gonzalez, Lam A. Cheah, Stephen R. Ell, Phil Green, Roger K. Moore, and Ed Holdsworth, Ning Ma, Jon Barker,   "Restoring speech following total removal of the larynx by a learned transformation from sensor data to acoustics",  The Journal of the Acoustical Society of America 141 EL307, March 2017.
Iván López-Espejo, Antonio M. Peinado, Angel M. Gomez, Jose A. Gonzalez,   "Dual-channel VTS feature compensation for noise-robust speech recognition on mobile devices",   IET Signal Processing, Vol. 11, Issue 1, pp 17-25. Feb. 2017.
2016
Domingo López-Oller, Angel M. Gomez, José L. Pérez-Córdoba,   "A Novel Error Mitigation Scheme Based on Replacement Vectors and FEC Codes for Speech Recovery in Loss-Prone Channels",  Lecture Notes Computer Science: Advances in Speech and Language Technologies for Iberian Languages, Vol. 10077, pp. 44-53. Nov. 2016.
Nadir Benamirouche, Bachir Boudraa, Angel M. Gomez, José L. Pérez-Córdoba, Iván López-Espejo,   "A Dynamic FEC for Improved Robustness of CELP-Based Codec",  Lecture Notes Computer Science: Advances in Speech and Language Technologies for Iberian Languages, Vol. 10077, pp. 14-23. Nov. 2016.
Jose A. González; Cheah, Lam A; Gilbert, James M; Bai, Jie; Ell, Stephen R.; Green, Phil D; Moore, Roger K,   "A silent speech system based on permanent magnet articulography and direct synthesis",  Computer Speech and Language, vol. 39, pp. 67-87. Sep. 2016.
N. Benamirouche, B. Boudraa, D. López-Oller, J.L. Pérez-Córdoba,   "Low complexity forward error correction for CELP-type speech coding over erasure channel transmission",  International Journal of Speech Technology, vol. 19 no. 4 pp. 717-730. Aug. 2016.
D. López-Oller, A. M. Gómez-García, J.L. Pérez-Córdoba, V. Sánchez-Calle,   "An error mitigation technique for erasure channels based on a Wavelet representation of the speech excitation signal",  IEEE Transaction on Multimedia, Vol. 18, No. 7, 1245-1256. July 2016.
2015
V Sanchez, AM Peinado, JL Pérez-Córdoba, AM Gómez,   "A new signal characterization and signal-based Chou's PseAAC representation of protein sequences",  Journal of bioinformatics and computational biology 13 (05), 1550024. Oct. 2015.
N Bochud, AM Gomez, G Rus, AM Peinado,   "A sparse digital signal model for ultrasonic nondestructive evaluation of layered materials",  Ultrasonics, Volume 62, Pages 160–173. September 2015
2014
Juan A. Morales-Cordovilla, Hannes Pessentheiner, Martin Hagmüller, José A. González, Gernot Kubin,   "CVX-optimized beamforming and VTS compensation with German ASR employing star-shaped microphone array",  Lecture Notes in Computer Science; Advances in Artificial Intelligence, Vol. 8791, pp. 148-157. Nov. 2014
Barbara Schuppler, Sebastian Grill, André Menrath, Juan A. Morales-Cordovilla,   "Automatic Phonetic Transcription in Two Steps: Forced Alignment and Burst Detection",  Lecture Notes in Computer Science; Advances in Artificial Intelligence, Vol. 8791, pp. 132-143. Sep. 2014
Iván López-Espejo, José A. González, Ángel M. Gómez y Antonio M. Peinado: "A Deep Neural Network Approach for Missing-Data Mask Estimation on Dual-Microphone Smartphones: Application to Noise-Robust Speech Recognition". Lecture Notes in Computer Science, vol. 8854, pp. 119–128, November 2014.
Jan Koloda, Antonio M. Peinado, Victoria Sánchez,   "Kernel-based MMSE multimedia signal reconstruction and its application to spatial error concealment",  IEEE Transactions on Multimedia, vol 16 (no. 6), 1729-1738. Oct. 2014.
2013
Jan Koloda, Jan Oostergaard, Soren H. Jensen, Victoria Sánchez, Antonio M. Peinado,  "Sequential error Concealment for video/images by sparse linear prediction", "IEEE Trans. On Multimedia", , vol. 15, no. 4, June 2013.
Jan Koloda, Victoria Sánchez, Antonio M. Peinado,  "Spatial error concealment based on edge visual clearness for image/video communication", "Circuits, Systems & Signal Processing (Springer)", , vol. 32, no. 2, pp 815-824, April 2013.
José A. González, Antonio M. Peinado, Ning Ma, Angel M. Gómez, Jon Barker "MMSE-based missing-feature reconstruction with temporal modeling for robust speech recognition", "IEEE Trans. On Audio Speech and Language Processing", , vol. 21, no. 3, March 2013.
Carmona, J. L., Barker, J., Gomez, A. M., Ma, N.,  "Speech Spectral Envelope Enhancement by HMM-Based Analysis/Resynthesis",  IEEE Signal Processing Letters, 20, 563-566, 2013.
2012
Gómez, A. M., Schwerin, B., & Paliwal, K. ,  "Improving objective intelligibility prediction by combining correlation and coherence based methods with a measure based on the negative distortion ratio", Speech Communication, 54(3), 503-515, 2012.
Juan A. Morales-Cordovilla, Victoria Sánchez, Angel M. Gómez, Antonio M. Peinado,  "On the use of asymmetric windows for robust speech recognition", "Circuits, Systems & Signal Processing (Springer)", , vol. 31, no. 2, April 2012.
2011
Juan J. Esteban, Antonio F. García, Simon Barke, Antonio M. Peinado, Felipe Guzmán Cervantes, Iouri Bykov, Gerhard Heinzel, and Karsten Danzmann "Experimental demonstration of weak-light laser ranging and data communication for LISA", "Optics Express",  vol. 19, Iss. 17, Aug. 2011.
J.A. Morales Cordovilla, A.M. Peinado Herreros, V.E. Sánchez Calle and J.A. González López,  "Feature extraction based on pitch-Synchronous averaging for robust speech recognition", "Ieee transactions on audio speech and language processing" , vol.19, 640-651, 2011
J.A. González López, A.M. Peinado Herreros, A.M. Gómez García and J.L. Carmona Maqueda,  "Efficient MMSE estimation and uncertainty processing for multienvironment robust speech recognition", "Ieee transactions on audio speech and language processing" , vol.19, 1206-1220, 2011
2010 y anteriores
J.L. Carmona Maqueda, A.M. Peinado Herreros, J.L. Perez Cordoba and A.M. Gómez García,  ''MMSE-Based packet loss concealment for Celp-Coded speech recognition'', "IEEE transactions on audio speech and language processing" , vol.18, 1-13, 2010
A.M. Gómez García, J.L. Carmona Maqueda, A.M. Peinado Herreros and V.E. Sánchez Calle,  "A multipulse-Based forward error correction technique for robust celp-Coded speech transmission over erasure channels", "Ieee transactions on audio speech and language processing" , vol.18, 1258-1268, 2010
A.M. Gómez García, A.M. Peinado Herreros, V.E. Sánchez Calle and J.L. Carmona Maqueda,  "A robust scheme for distributed speech recognition over loss-Prone packet channels", "Speech communication " , vol.51, 390-400, 2009
A.M. Gómez García, A.M. Peinado Herreros, V.E. Sánchez Calle and A.J. Rubio Ayuso,  "On the ramsey class of interleavers for robust speech recognition in burst-Like packet loss", "IEEE Transactions on Audio Speech and Language Processing , vol.15, 1496-1499, 2007
A.M. Gómez García, A.M. Peinado Herreros, V.E. Sánchez Calle and A.J. Rubio Ayuso,  "Recognition of coded speech transmitted over wireless channels", "IEEE Transactions on Wireless Communications" , vol.5, 2555-2562, 2006
A.M. Gómez García, A.M. Peinado Herreros, V.E. Sánchez Calle and A.J. Rubio Ayuso,  "Combining media-Specific fec and error concealment for robust distributed speech recognition over loss-Prone packet channels", "Ieee transactions on multimedia" , vol.8, 1228-1238, 2006
A.M. Peinado Herreros, V.E. Sánchez Calle, J.L. Perez Cordoba and A.J. Rubio Ayuso,  "Efficient mmse-Based channel error mitigation techniques. Application to distributed speech recognition over wireless channels", "Ieee transactions on wireless communications" , vol.4, 14-19, 2005
A.D.L. Torre Vega, A.M. Peinado Herreros, J.C. Segura Luna, J.L. Perez Cordoba, M.D.C. Benitez Ortúzar and A.J. Rubio Ayuso,  "Histogram equalization of speech representation for robust speech recognition", "Ieee transactions on speech and audio processing " , vol.13, 355-366, 2005
V.E. Sánchez Calle and A.M. Peinado Herreros,  "An efficient parallel algorithm for list viterbi decoding", "Signal processing" , vol.83, 511-515, 2003
A.M. Peinado Herreros, V.E. Sánchez Calle, J.L. Perez Cordoba and A.D.L. Torre Vega,  "Hmm-Based channel error mitigation and its application to distributed speech recognition", "Speech communication " , vol.41, 549-561, 2003
A.D.L. Torre Vega, A.M. Peinado Herreros, A.J. Rubio Ayuso, J.C. Segura Luna and M.D.C. Benitez Ortúzar,  "Discriminative feature weighting for hmm-Based continuous speech recognizers", "Speech communication " , vol.38, 267-286, 2002
V.E. Sánchez Calle, A.J. Rubio Ayuso, J.M. López Soler, A.D.L. Torre Vega and A.M. Peinado Herreros,  "A low-Delay transform domain approach to trellis coded quantization", "Speech communication " , vol.21, 141-153, 1997
V.E. Sánchez Calle, A.M. Peinado Herreros, J.C. Segura Luna, P. García Teodoro and A.J. Rubio Ayuso,  "Generating matrices for the discrete sine transforms", "Ieee transactions on signal processing" , vol.44, 2644-2646, 1996
A.M. Peinado Herreros, J.C. Segura Luna, A.J. Rubio Ayuso, P. García Teodoro and J.L. Perez Cordoba,  "Discriminative codebook design using multiple vector quantization in hmm-Based speech recognizers", "Ieee transactions on speech and audio processing " , vol.4, 89-95, 1996
A.D.L. Torre Vega, A.M. Peinado Herreros, A.J. Rubio Ayuso, V.E. Sánchez Calle and J.E. Díaz Verdejo,  "An application of minimum classification error to feature space transformations for speech recognition", "Speech communication " , vol.20, 273-290, 1996
V.E. Sánchez Calle, P. García Teodoro, A.M. Peinado Herreros, J.C. Segura Luna and A.J. Rubio Ayuso,  "Diagonalizing properties of the discrete cosine transforms", "Ieee transactions on signal processing" , vol.43, 2631-2641, 1995
J.C. Segura Luna, A.J. Rubio Ayuso, A.M. Peinado Herreros, P. García Teodoro and R. Roman Roldan,  "Multiple vq hidden markov modeling for speech recognition", "Speech communication " , vol.14, 163-170, 1994
A.M. Peinado Herreros, J.C. Segura Luna, A.J. Rubio Ayuso, V.E. Sánchez Calle and P. García Teodoro,  "Use of multiple vector quantization for semicontinuous-Hmm speech recognition", "Iee proceedings-Vision image and signal processing " , vol.141, 391-396, 1994
J.C. Segura Luna, A.J. Rubio Ayuso, V.E. Sánchez Calle, J.L. Perez Cordoba, A.M. Peinado Herreros, J.M. López Soler, P. García Teodoro, J.E. Díaz Verdejo and M.D.C. Benitez Ortúzar,  "Conversor texto-Voz para el castellano", "Boletín de la sociedad española para el procesamiento del lenguaje natural" , 373-380, 1994
J.E. Díaz Verdejo, J.C. Segura Luna, A.J. Rubio Ayuso, P. García Teodoro and V.E. Sánchez Calle,  "Resultados preliminares sobre slhmm", "Boletín de la sociedad española para el procesamiento del lenguaje natural" , 233-239, 1994
J.E. Díaz Verdejo, J.C. Segura Luna, A.M. Peinado Herreros, A.J. Rubio Ayuso and J.A. Gálvez López,  "Entrenamiento discriminativo para hmm utilizando redes neuronales recurrentes", "Boletín de la sociedad española para el procesamiento del lenguaje natural" , 359-366, 1993
A.J. Rubio Ayuso, J.C. Segura Luna, V.E. Sánchez Calle, J.M. López Soler and J.L. Perez Cordoba,  "Realización de un sintetizador multipulso para un conversor texto-Voz en castellano", "Boletín de la sociedad española para el procesamiento del lenguaje natural" , 401-410, 1993
J.C. Segura Luna, J.M. López Soler, A.J. Rubio Ayuso, P. García Teodoro and A.M. Peinado Herreros,  "Simulación de un servicio remoto de suministro mediante reconocimiento automático de palabras aisladas", "Boletín de la sociedad española para el procesamiento del lenguaje natural" , 463-464, 1993
A.M. Peinado Herreros, J.M. López Soler, V.E. Sánchez Calle, J.C. Segura Luna and A.J. Rubio Ayuso,  "Improvements in hmm-Based isolated words recognition systems", "Iee proceedings-Communications " , vol.138, 201-206, 1991


Libros
Applications of Speech Technologies. Talks and contributions presented at the summer course: Applications of Speech Technologies. Benitez-Ortúzar, Maria Del Carmen; Pérez Córdoba, José Luis (Eds). Editorial Universidad de Granada., 2013. ISBN: 978-84-338-5596-1
Speech Recognition over digital channels: Robusness and standards
A. Peinado, J.C. Segura, Wiley, 2006, ISBN: 978-0-470-02400-3