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).

Contact

Interests

Publications

Thesis

• Juan A. Morales-Cordovilla, Antonio M. Peinado and Victoria Sánchez. "Técnicas de reconocimiento robusto de la voz basadas en el pitch [Pitch-based techniques for robust speech recognition]". PhD thesis, Universidad de Granada, Dept. of Teoría de la Señal, Telemática y Comunicaciones. September, 2011.
  

Journals

• Amelia Villegas-Morcillo, Ángel M. Gómez, Juan A. Morales-Cordovilla and Victoria Sanchez. "Protein Fold Recognition from Sequences using Convolutional and Recurrent Neural Networks". IEEE/ACM Transactions on Computational Biology and Bioinformatics, DOI: 10.1109/TCBB.2020.3012732. July, 2020.
  
• Juan A. Morales-Cordovilla, Victoria Sanchez and Martin Ratajczak. "Protein alignment based on higher order conditional random fields for template-based modeling". PLoS ONE, 13(6):e019791. eISSN: 1932-6203. June, 2018.
  
• Juan A. Morales-Cordovilla, Victoria Sánchez, Antonio M. Peinado and Ángel M. Gómez. "On the use of asymmetric windows for robust speech recognition". Circuits, Systems and Signal Processing (Springer), 31(2): 727-736. ISSN: 0278-081X. April, 2012.
  
• Juan A. Morales-Cordovilla, Antonio M. Peinado, Victoria Sánchez and José A. Gonzalez. "Feature extraction based on pitch-synchronous averaging for robust speech recognition". IEEE Transactions on Audio, Speech and Language Processing , 19(3): 640-651. ISSN: 1558-7916. March, 2011. (Best 2011 journal paper prize from RTTH).
  

Conferences on Journals

• Juan A. Morales-Cordovilla, Hannes Pessentheiner, Martin Hagmüller, José A. González and Gernot Kubin. "CVX-optimized beamforming and VTS compensation with German ASR employing star-shaped microphone array". Iberspeech. Lecture Notes in Computer Science (Springer), 8854: 148-157. ISSN: 0302-9743. Las Palmas, November, 2014.
  
• Barbara Schuppler, Sebastian Grill, Andrée Menrath, and Juan A. Morales-Cordovilla. "Automatic Phonetic Transcription in Two Steps: Forced Alignment and Burst Detection". SLSP. Lecture Notes in Computer Science (Springer) , 8791: 132-143. ISSN: 0302-9743. Grenoble, October, 2014.
  
• Juan A. Morales-Cordovilla, Pablo Cabañas-Molero, Antonio M. Peinado and Victoria Sánchez. "A robust pitch extractor based on DTW lines and CASA with application in noisy speech recognition". Iberspeech. Communications in Computer and Information Science (Springer), 328: 197-206. ISSN: 18650929. Madrid, November, 2012.
  

Conferences

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.
    

Resources

• Some important functions (mainly in MATLAB) of my papers

• Showcases videos of my projects

• Voice home control 1 [Youtube]
• Voice home control 2 [SPSC]

(*) Last updated: May 2022.