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Eduardo Manuel de Brito Lima Ferreira Coutinho. Publicou 13 artigos em revistas especializadas. Possui 2 capítulo(s) de livros. No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: Comment; journal; Dataset; dataset; .
Identification

Personal identification

Full name
Eduardo Manuel de Brito Lima Ferreira Coutinho

Citation names

  • Coutinho, Eduardo

Author identifiers

Ciência ID
981A-0B54-FE0B
ORCID iD
0000-0001-5234-1497
Google Scholar ID
1H6T95IAAAAJ
Scopus Author Id
13007931400

Email addresses

  • ec@eadward.org (Personal)

Addresses

  • University of Liverpool, Department of Music, 80-82 Bedford Street South, L69 7WW, Liverpool, Liverpool, United Kingdom (Professional)

Websites

Knowledge fields

  • Social Sciences - Psychology - Psychology, Special
  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
Italian Advanced (C1) Intermediate (B1) Beginner (A1) Advanced (C1)
French Beginner (A1) Intermediate (B1) Beginner (A1) Beginner (A1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Advanced (C1) Advanced (C1) Intermediate (B1) Advanced (C1)
Education
Degree Classification
2017/03/01 - 2019/07/31
Concluded
Postgraduate Certificate in Learning & Teaching in Higher Education (Postgraduate Certificate)
Major in Ensino
University of Liverpool Centre for Lifelong Learning, United Kingdom
Distinction
2009/04/16
Concluded
PhD (Doctor of Philosophy)
University of Plymouth, United Kingdom
"Computational and Psycho-Physiological Investigations of Musical Emotions" (THESIS/DISSERTATION)
n.a.
2003
Concluded
Engenharia Electrotécnica e de Computadores (Licenciatura)
Universidade do Porto Faculdade de Engenharia, Portugal
"LIVIA - Simulador Ecológico de Vida Artificial" (THESIS/DISSERTATION)
16
Affiliation

Science

Category
Host institution
Employer
2015/01/01 - 2017/12/31 Contracted Researcher (Research) Imperial College London Department of Computing, United Kingdom
Imperial College London Department of Computing, United Kingdom
2013/11/01 - 2014/12/31 Postdoc (Research) Technische Universität München Fakultät für Elektrotechnik und Informationstechnik, Germany
Technische Universität München Fakultät für Elektrotechnik und Informationstechnik, Germany
2011/06/01 - 2013/08/31 Postdoc (Research) Swiss Center for Affective Sciences, Switzerland
Universite de Geneve, Switzerland
2009/10/01 - 2010/09/30 Postdoc (Research) The University of Sheffield, United Kingdom
2006/03/15 - 2006/04/15 Visiting Researcher (Research) Istituto di analisi dei sistemi ed informatica Antonio Ruberti Consiglio Nazionale delle Ricerche, Italy
2003/10/01 - 2003/12/31 Research Trainee (Research) Centro de Ecologia Evolução e Alterações Ambientais, Portugal
2003/02/01 - 2003/06/30 Research Trainee (Research) Universidade de Lisboa Instituto de Sistemas e Robótica, Portugal

Teaching in Higher Education

Category
Host institution
Employer
2019/10/01 - Current Associate Professor (University Teacher) University of Liverpool School of Music, United Kingdom
University of Liverpool School of Music, United Kingdom
2019/04/19 - Current Visiting Professor (University Teacher) The University of Manchester School of Electrical and Electronic Engineering, United Kingdom
The University of Manchester School of Electrical and Electronic Engineering, United Kingdom
2015/06/20 - 2019/09/30 Assistant Professor (University Teacher) University of Liverpool School of Music, United Kingdom
University of Liverpool School of Music, United Kingdom
2015/02/02 - 2015/06/19 Invited Assistant Professor (University Teacher) University of Liverpool School of Music, United Kingdom
University of Liverpool School of Music, United Kingdom

Others

Category
Host institution
Employer
2004/01/01 - 2004/07/31 Project Quality Manager Siemens SA, Portugal
Projects

Grant

Designation Funders
2011/10/01 - 2013/09/30 Cross-cultural empirical and computational studies of emotional expression in speech prosody and music
Post-doc Fellow
Freie Universität Berlin, Germany
Alexander von Humboldt-Stiftung
Cancelled
2009/10/01 - 2010/09/30 Empirical studies of emotional expression in speech prosody and music
Post-doc Fellow
The University of Sheffield Department of Music, United Kingdom
Associação para a Inovação e Desenvolvimento da FCT
Concluded
2009/10/01 - 2010/09/30 Empirical studies of emotional expression in speech prosody and music
Post-doc Fellow
The University of Sheffield Department of Music, United Kingdom
Fundação Calouste Gulbenkian
Concluded
2004/09/01 - 2008/08/30 Computational and psychophysiological studies of musical emotions
PhD Student Fellow
University of Plymouth, United Kingdom
Associação para a Inovação e Desenvolvimento da FCT
Concluded

Contract

Designation Funders
2021/03/01 - 2022/02/28 BABIES IN TUNE: An online group education and music intervention for infant colic and reflux
BabiesInTune
Principal investigator
University of Liverpool Faculty of Humanities and Social Sciences, United Kingdom
The Hugh Greenwood Legacy for Children’s Health Research
2019/10/01 - 2020/09/30 Polyhymnia - Personalised Music Playlists for the Treatment of Depression
Principal investigator
University of Liverpool School of Music, United Kingdom
Wellcome Trust
Ongoing
2018/10/01 - 2019/09/30 Music Therapy for Mental Health Conditions
Principal investigator
Research England
2019/04/01 - 2019/08/31 Music & Stroke - Muscle relaxation and spasticity
Principal investigator
University of Liverpool School of Music, United Kingdom
University of Liverpool School of the Arts

Fonds Wetenschappelijk Onderzoek Vlaanderen
Concluded
2017/10/01 - 2018/09/30 Personalised music selections for mitigating the symptoms of depression
Principal investigator
University of Liverpool School of Music, United Kingdom
University of Liverpool Faculty of Humanities and Social Sciences
Concluded
2015/01/01 - 2017/12/31 ARIA-VALUSPA: Artificial Retrieval of Information Assistants – Virtual Agents with Linguistic Understanding, Social skills, and Personalised Aspects
Researcher
Imperial College London Department of Computing, United Kingdom
Horizon 2020
Concluded
2016/02/01 - 2016/09/30 Music Selections for Road Safety
Principal investigator
University of Liverpool School of Music, United Kingdom
University of Liverpool Faculty of Humanities and Social Sciences
Concluded
2015/02/01 - 2015/09/30 Source Monitoring Auditory Rehabilitation Training (SMART) for auditory hallucinations
Researcher
University of Liverpool School of Music, United Kingdom
University of Liverpool Faculty of Humanities and Social Sciences
Concluded
Outputs

Publications

Book chapter
  1. Coutinho, Eduardo. "Singing and Emotion". edited by Welch, G; Howard, DM; Nix, J, 1-19. Oxford University Press, 2014.
    10.1093/oxfordhb/9780199660773.013.006
  2. Coutinho, Eduardo. "How music creates emotion: a multifactorial process approach". edited by Cochrane, T; Fantini, B; Scherer, KR, 121-145. Oxford University Press, 2013.
    10.1093/acprof:oso/9780199654888.003.0010
Conference paper
  1. Hou, Xiaoxiao; Coutinho, Eduardo; Brooks, Helen; Donnellan, Warren. "The impact of music listening on the quality of life of people with dementia and their caregivers". Paper presented in British Society of Gerontology 48th Annual Conference, Liverpool, 2019.
    Published
  2. Coutinho, Eduardo. "Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure". 2017.
    10.1109/IJCNN.2017.7966292
  3. Coutinho, Eduardo; Honig, F; Zhang, Yue; Hantke, S; Batliner, A; Noth, E; Schuller, Björn W.. "Assessing the Prosody of Non-Native Speakers of English: Measures and Feature Sets". Paper presented in Tenth International Conference on Language Resources and Evaluation (LREC 2016), Portoroz, 2016.
    Published
  4. Coutinho, Eduardo. "The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception, Sincerity & Native Language". 2016.
    10.21437/Interspeech.2016-129
  5. Coutinho, Eduardo. "Enhanced semi-supervised learning for multimodal emotion recognition". 2016.
    10.1109/ICASSP.2016.7472666
  6. Coutinho, Eduardo. "Ask Alice: An Artificial Retrieval of Information Agent". 2016.
    10.1145/2993148.2998535
  7. Coutinho, Eduardo. "On rater reliability and agreement based dynamic active learning". 2015.
    10.1109/ACII.2015.7344553
  8. Coutinho, Eduardo. "Dynamic Active Learning based on agreement and applied to emotion recognition in spoken interactions". 2015.
    10.1145/2818346.2820774
  9. Coutinho, Eduardo. "Exploring the importance of individual differences to the automatic estimation of emotions induced by music". 2015.
    10.1145/2808196.2811643
  10. Eduardo Coutinho; Jun Deng; Bjorn Schuller. "Transfer learning emotion manifestation across music and speech". 2014.
    10.1109/ijcnn.2014.6889814
  11. Coutinho, Eduardo. "Emotion and embodiment in cognitive Agents: From instincts to music". 2007.
    10.1109/KIMAS.2007.369798
  12. Coutinho, Eduardo. "Evolving emotional behaviour for expressive performance of music". 2005.
    10.1007/11550617_48
  13. Coutinho, Eduardo. "Computational musicology: An Artificial Life approach". 2005.
    10.1109/EPIA.2005.341270
  14. Coutinho, Eduardo. "Towards a model for embodied emotions". 2005.
    10.1109/EPIA.2005.341264
Encyclopedia entry
  1. Coutinho, Eduardo; Scherer, Klaus R.. "Appraisal". In Music in the Social and Behavioral Sciences: An Encyclopedia. SAGE Publications, Inc., 2014. http://dx.doi.org/10.4135/9781452283012.n23.
    Published • 10.4135/9781452283012.n23
Journal article
  1. T. Van Criekinge; K. D’Août; J. O’Brien; E. Coutinho. "Music and Hypertonia: Can Music Listening Help Reduce Muscle Tension and Improve Movement Quality?". Music & Science (2021): https://doi.org/10.1177/20592043211015353.
    10.1177/20592043211015353
  2. de Berardinis, Jacopo; Vamvakaris, Michalis; Cangelosi, Angelo; Coutinho, Eduardo. "Unveiling the Hierarchical Structure of Music by Multi-Resolution Community Detection". Transactions of the International Society for Music Information Retrieval 3 1 (2020): 82-97. http://dx.doi.org/10.5334/tismir.41.
    10.5334/tismir.41
  3. Van Criekinge, Tamaya; D’Août, Kristiaan; O’Brien, Jonathon; Coutinho, Eduardo. "Effect of music listening on hypertonia in neurologically impaired patients—systematic review". PeerJ 7 (2019): e8228. http://dx.doi.org/10.7717/peerj.8228.
    10.7717/peerj.8228
  4. Van Criekinge, Tamaya; D'Août, Kristiaan; O'Brien, Jonathon; Coutinho, Eduardo. "The Influence of Sound-Based Interventions on Motor Behavior After Stroke: A Systematic Review". Frontiers in Neurology 10 (2019): http://dx.doi.org/10.3389/fneur.2019.01141.
    10.3389/fneur.2019.01141
  5. Coutinho, Eduardo. "Comments on comments by Cupchik (2019) and Jacobsen (2019)". Psychology of Aesthetics, Creativity, and the Arts 13 3 (2019): 264-265.
    10.1037/aca0000246
  6. Scherer, Klaus R.; Trznadel, Stéphanie; Fantini, Bernardino; Coutinho, Eduardo. "Assessing emotional experiences of opera spectators in situ.". Psychology of Aesthetics, Creativity, and the Arts 13 3 (2019): 244-258. http://dx.doi.org/10.1037/aca0000163.
    10.1037/aca0000163
  7. Zixing Zhang; Jing Han; Eduardo Coutinho; Bjorn Schuller. "Dynamic Difficulty Awareness Training for Continuous Emotion Prediction". IEEE Transactions on Multimedia 21 5 (2019): 1289-1301. https://doi.org/10.1109/TMM.2018.2871949.
    10.1109/TMM.2018.2871949
  8. Xu, Xinzhou; Deng, Jun; Coutinho, Eduardo; Wu, Chen; Zhao, Li; Schuller, Bjorn W.. "Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition". IEEE Transactions on Multimedia 21 3 (2019): 795-808. http://dx.doi.org/10.1109/tmm.2018.2865834.
    10.1109/tmm.2018.2865834
  9. Dibben, Nicola; Coutinho, Eduardo; Vilar, José A.; Estévez-Pérez, Graciela. "Do Individual Differences Influence Moment-by-Moment Reports of Emotion Perceived in Music and Speech Prosody?". Frontiers in Behavioral Neuroscience 12 (2018): http://dx.doi.org/10.3389/fnbeh.2018.00184.
    10.3389/fnbeh.2018.00184
  10. Coutinho, Eduardo. "MUSEBAQ: A Modular Tool for Music Research to Assess Musicianship, Musical Capacity, Music Preferences and Motivations for Music Use". Music Perception (2018):
    10.1525/mp.2018.35.3.376
  11. Coutinho, Eduardo; Gentsch, Kornelia; van Peer, Jacobien; Scherer, Klaus R.; Schuller, Björn W.. "Evidence of emotion-antecedent appraisal checks in electroencephalography and facial electromyography". PLOS ONE 13 1 (2018): e0189367. http://dx.doi.org/10.1371/journal.pone.0189367.
    Published • 10.1371/journal.pone.0189367
  12. Coutinho, Eduardo. "Introducing the Geneva music-induced affect checklist (GEMIAC): A brief instrument for the rapid assessment of musically induced emotions". Music Perception 34 (2017): 371-386.
    10.1525/MP.2017.34.4.371
  13. Coutinho, Eduardo. "Shared acoustic codes underlie emotional communication in music and speech-Evidence from deep transfer learning". PLOS ONE 12 ARTN e0179 (2017): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000404607900019\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=f3ec48df247ee1138ccd8d3ba59bacc2.
    10.1371/journal.pone.0179289
  14. Coutinho, Eduardo; Scherer, Klaus R.. "The effect of context and audio-visual modality on emotions elicited by a musical performance". Psychology of Music 45 4 (2016): 550-569. http://dx.doi.org/10.1177/0305735616670496.
    10.1177/0305735616670496
  15. Coutinho, Eduardo. "Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments". PLOS ONE 11 ARTN e0162 (2016): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000383680600017\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=f3ec48df247ee1138ccd8d3ba59bacc2.
    10.1371/journal.pone.0162075
  16. Coutinho, Eduardo; Björn W. Schuller. "Automatic Estimation of Biosignals From the Human Voice". Science (Advances in Computational Psychophysiology) 350 6256 (2015): 114.3-114. http://dx.doi.org/10.1126/science.350.6256.114-c.
    Open access • Published • 10.1126/science.350.6256.114-c
  17. Coutinho, Eduardo. "Cooperative Learning and its Application to Emotion Recognition from Speech". IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 23 (2015): 115-126. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2\&SrcApp=PARTNER_APP\&SrcAuth=LinksAMR\&KeyUT=WOS:000348070700011\&DestLinkType=FullRecord\&DestApp=ALL_WOS\&UsrCustomerID=f3ec48df247ee1138ccd8d3ba59bacc2.
    10.1109/TASLP.2014.2375558
  18. Coutinho, Eduardo. "The effects of expert musical training on the perception of emotions in Bach's Sonata for Unaccompanied Violin No. 1 in G Minor (BWV 1001).". Psychomusicology: Music, Mind, and Brain (2014):
    10.1037/pmu0000036
  19. Coutinho, Eduardo. "Distributing recognition in computational paralinguistics". IEEE Transactions on Affective Computing (2014):
    10.1109/TAFFC.2014.2359655
  20. Timmers, Renee; Coutinho, Eduardo. "Letter from the guest editors.". Psychomusicology: Music, Mind, and Brain 24 1 (2014): 2-3. http://dx.doi.org/10.1037/pmu0000039.
    Published • 10.1037/pmu0000039
  21. Coutinho, Eduardo. "Psychoacoustic cues to emotion in speech prosody and music". Cognition and Emotion (2013):
    10.1080/02699931.2012.732559
  22. Coutinho, Eduardo. "Musical Emotions: Predicting Second-by-Second Subjective Feelings of Emotion From Low-Level Psychoacoustic Features and Physiological Measurements". Emotion (2011):
    10.1037/a0024700
  23. Coutinho, Eduardo. "Cognitive dissonance, knowledge instinct and musical emotions". Physics of Life Reviews (2010):
    10.1016/j.plrev.2009.12.005
  24. Coutinho, Eduardo. "The use of spatio-temporal connectionist models in psychological studies of musical emotions". Music Perception (2009):
    10.1525/mp.2009.27.1.1
Journal issue
  1. Coutinho, Eduardo; Timmers, Renee. "Interactions between Emotion and Cognition in Music". Psychomusicology: Music, Mind, and Brain 24 1 (2014):
    Published • Editor

Other

Other output
  1. The Sincere Apology Corpus (SinA-C). 2019. Coutinho, Eduardo. http://doi.org/10.5281/zenodo.3241253.
    10.5281/zenodo.3241253
Activities

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2020/10/01 - Current AI and the Music Industry Second
Co-supervisor
University of Liverpool School of Music, United Kingdom
2019/11/01 - Current Music and Cognitive Performance.
Supervisor
University of Liverpool School of Music, United Kingdom
2018/10/01 - 2022/03/06 Structural complexity in music modelling and generation with deep neural network
Supervisor of Jacopo de Berardinis
The University of Manchester School of Electrical and Electronic Engineering, United Kingdom
2017/10/01 - 2022/03/04 A New Eight-Grade Piano Curriculum for Students with an Arab Background: A Cross-Cultural Adaptation of the ABRSM Piano Syllabi
Supervisor
University of Liverpool School of Music, United Kingdom
2017/10/01 - 2022/02/09 Composing for the Performance Space: A practice-based investigation on the design of interfaces for spatial sound and lighting
Co-supervisor of Ian Costabile
University of Liverpool School of Music, United Kingdom
Distinctions

Award

2014 Young Investigator Award
International Neural Network Society, United States
2013 Knowledge Transfer Award
National Centre of Competence in Research (Affective Sciences), Switzerland
2008 New York Prize Fellowship (Honourable Mention)
Van Alen Institute, United States

Other distinction

2014 Winner if the MediaEval 2014 "Emotion in Music" Benchmark