Juan Andrés Morales Cordovilla

Member of the Dept. of Teoría de la Señal, Telemática y Comunicaciones,
Universidad de Granada (Spain).

Currently (*) postdoctoral researcher on Bioinformatics.

I have been postdoctoral researcher at Multispeech group,
The French Institute for Research in Computer Science and Automation (INRIA) (France, 2015), Signal Processing and Speech Communication Laboratory,
Graz University of Technology (Austria, 2012-14). And visiting researcher at Institute for Machine Learning,
Johannes Kepler University (Linz, Austria, 2018), The Speech and Hearing Research Group,
The University of Sheffield (UK, 2009-11).


Name: Dr. Juan Andrés Morales Cordovilla
Address: Dept. of Teoría de la Señal, Telemática y Comunicaciones , Facultad de Ciencias, Campus Fuentenueva s/n, Granada-18071, Spain
Phone: (+34) 958240845
E-mail: jamc@ugr.es


Keywords on Bioinformatics: Protein structure prediction; Protein protein interaction (PPI); Alignment; Machine learning.
Keywords on Speech: Deep neural networks; Uncertainty and missing data; Distant automatic speech recognition (ASR); Noise and reverberation; Computational auditory scene analysis (CASA); Signal processing; Pitch; Voice activity detection (VAD); Microphone array; Speaker localization.
Curriculum Vitae: [pdf_english]




Conferences on Journals


  1. Francisco Gonzalez-Lopez, Juan A. Morales-Cordovilla, Amelia Villegas-Morcillo, Angel M. Gomez, and Victoria Sanchez. "End-to-end prediction of protein-protein interaction based on embedding and recurrent neural networks". International Workshop on Deep Learning in Bioinformatics, Biomedicine, and Healthcare Informatics (DLB2H) at BIBM . ISSN:. Madrid, December, 2018.
  2. Amelia Villegas-Morcillo, Juan A. Morales-Cordovilla, Angel M. Gomez and Victoria Sanchez. "Improved Protein Residue-Residue Contact Prediction Using Image Denoising Methods". EUSIPCO. ISSN:. Roma, September, 2018.
  3. Juan D. Clares, Victoria Sánchez, Antonio M. Peinado, Juan A. Morales-Cordovilla, Concepción Iribar and José M. Peinado. "Improved Image Based Protein Representations with Application to Membrane Protein Type Prediction". IEEE International Conference on Telecommunications and Signal Processing. ISSN: 978-1-5090-3982-1. Barcelona, July, 2017.
  4. Karan Nathwani, Juan A. Morales-Cordovilla, Sunit Sivasankaran, Irina Illina and Emmanuel Vincent. "An extended experimental investigation of DNN uncertainty propagation for noise robust ASR". Hands-free Speech Communication and Microphone Arrays (HSCMA) . ISSN: 978-1-5090-5925-6. San Francisco, March, 2017.
  5. Juan M. Martin-Donas, Ivan Lopez-Espejo, Carlos R. Gonzalez-Lao, David Gallardo-Jimenez, Angel M. Gomez, Jose L. Perez-Cordoba, Victoria Sanchez, Juan A. Morales-Cordovilla and Antonio M. Peinado. "SecuVoice: A Spanish Speech Corpus for Secure Applications with Smartphones". Iberspeech . ISSN:. Lisboa, Noviembre, 2016.
  6. Sunit Sivasankaran, Aditya Arie Nugraha, Emmanuel Vincent, Juan A. Morales-Cordovilla, Siddharth Dalmia, Irina Illina and Antoine Liutkus. "Robust ASR Using Neural Network based Speech Enhancement and Feature Simulation". ASRU (ranked 4 of 26 participants at international CHIME3 Challenge). ISSN: 978-1-4799-7291-3. Brisbane, December, 2015.
  7. Elmar Messner, Hannes Pessentheiner, Juan A. Morales-Cordovilla and Martin Hagmüller. "Adaptive Differential Microphone Arrays used as a Front-End for an Automatic Speech Recognition System". ICASSP. 2689-2693. ISSN: 1520-6149. Brisbane, April, 2015.
  8. Juan A. Morales-Cordovilla, Hannes Pessentheiner, Martin Hagmüller and Gernot Kubin. "Room localization for distant speech recognition". Interspeech. 2450-2453. ISSN: 1990-9770. Singapore, September, 2014.
  9. Barbara Schuppler, Martine Adda-Decker and Juan A. Morales-Cordovilla. "Pronunciation variation in read and conversational Austrian German". Interspeech. 1453-1457. ISSN: 1990-9770. Singapore, September, 2014.
  10. Juan A. Morales-Cordovilla, Martin Hagmüller, Hannes Pessentheiner and Gernot Kubin. "Distant speech recognition in reverberant noisy conditions employing a microphone array". EUSIPCO. ISSN: 2219-5491. Lisbon, September, 2014.
  11. Christina Leitner, Juan A. Morales-Cordovilla and Franz Pernkopf. "Evaluation of speech enhancement based on pre-image iterations using automatic speech recognition". European Signal Processing Conference (EUSIPCO). ISSN: 2219-5491. Lisbon, September, 2014.
  12. Barbara Schuppler, Martin Hagmüller, Juan A. Morales-Cordovilla, and Hannes Pessentheiner, "GRASS: The Graz corpus of read and spontaneous speech". The 9th Language Resources and Evaluation Conference (LREC). 1465-1470. ISBN: 978-2-9517408-8-4. Reykjavik, May, 2014.
  13. Anna K. Fuchs, Juan A. Morales-Cordovilla and Martin Hagmüller. "ASR for electro-laryngeal speech". IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). 234-238. ISBN: 978-147992756-2. Olomouc, December, 2013.
  14. Pejman Mowlaee, Juan A. Morales-Cordovilla, Franz Pernkopf, Hannes Pessentheiner, Martin Hagmüller and Gernot Kubin. "The 2nd 'CHIME' speech separation and recognition challenge: approaches on single-channel source separation and model-driven speech enhancement". The 2nd CHiME Workshop (together with ICASSP). 59-64. ISBN:. Vancouver, May, 2013.
  15. Juan A. Morales-Cordovilla, Hannes Pessentheiner, Martin Hagmüller, Pejman Mowlaee, Franz Pernkopf and Gernot Kubin. "A German distant speech recognizer based on 3D beamforming and harmonic missing data mask". AIA-DAGA Conference on Acoustic. 2049-2052. ISBN: 978-3-939296-05-8. Merano, March, 2013.
  16. Juan A. Morales-Cordovilla, Ning Ma, Victoria Sánchez, José L. Carmona, Antonio M. Peinado and Jon Barker. "A pitch based noise estimation technique for robust speech recognition with missing data". 4808-4811. ICASSP. ISSN: 1520-6149. ISBN: 978-1-4577. Prague, May, 2011.
  17. José A. González, Antonio M. Peinado, Ángel M. Gómez, José L. Carmona, and Juan A. Morales-Cordovilla. "Efficient VQ-based MMSE estimation for robust speech recognition". IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 4558-4561. ISSN: 1520-6149. ISBN: 978-1-4244. Dallas, March, 2010.
  18. Juan A. Morales-Cordovilla, Timo Bauman, José L. Pérez, Antonio M. Peinado and Ángel M. Gómez. "Implementación de un reconocedor distribuido de voz en tiempo real sobre IP [Implementation of a real-time DSR (Distributed Speech Recognizer) over IP (VoIP)]". IV Jornadas en Tecnologías del Habla. RTTH (Spanish Speech Technology Network) . 231-236. ISSN:. Zaragoza, October, 2006.


(*) Last updated: May 2019.