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  1. Automated composition of Galician Xota—tuning RNN-based composers for specific musical styles using deep Q-learning

    Article • PeerJ Computer Science, May 2023, PeerJ

    Dr Eduardo Coutinho

  2. ‘Talking’ about Music

    Article • January 2023, Bloomsbury Academic

    Dr Eduardo Coutinho

  3. Music therapy interventions for eating disorders: Lack of robust evidence and recommendations for future research

    Article • British Journal of Music Therapy, July 2022, SAGE Publications

    Dr Eduardo Coutinho

  4. Background Music and Cognitive Task Performance: A Systematic Review of Task, Music, and Population Impact

    Article • Music & Science, January 2022, SAGE Publications

    Dr Eduardo Coutinho

  5. Measuring the Structural Complexity of Music: From Structural Segmentations to the Automatic Evaluation of Models for Music Generation

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  6. POLYHYMNIA Mood - Coping with depression through music listening

    Article • September 2021, ACM (Association for Computing Machinery)

    Dr Eduardo Coutinho

  7. Music and Hypertonia: Can Music Listening Help Reduce Muscle Tension and Improve Movement Quality?

    Article • Music & Science, January 2021, SAGE Publications

    Dr Eduardo Coutinho

  8. Unveiling the Hierarchical Structure of Music by Multi-Resolution Community Detection

    Article • Transactions of the International Society for Music Information Retrieval, January 2020, Ubiquity Press, Ltd.

    Dr Eduardo Coutinho

  9. Effect of music listening on hypertonia in neurologically impaired patients—systematic review

    Article • PeerJ, December 2019, PeerJ

    Dr Eduardo Coutinho

  10. The Influence of Sound-Based Interventions on Motor Behavior After Stroke: A Systematic Review

    Article • Frontiers in Neurology, November 2019, Frontiers

    Dr Eduardo Coutinho

  11. Sincerity in Acted Speech: Presenting the Sincere Apology Corpus and Results

    Article • September 2019, International Speech Communication Association

    Dr Eduardo Coutinho

  12. Comments on comments by Cupchik (2019) and Jacobsen (2019).

    Article • Psychology of Aesthetics Creativity and the Arts, August 2019, American Psychological Association (APA)

    Dr Eduardo Coutinho

  13. Dynamic Difficulty Awareness Training for Continuous Emotion Prediction

    Article • IEEE Transactions on Multimedia, May 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  14. Connecting Subspace Learning and Extreme Learning Machine in Speech Emotion Recognition

    Article • IEEE Transactions on Multimedia, March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  15. Do Individual Differences Influence Moment-by-Moment Reports of Emotion Perceived in Music and Speech Prosody?

    Article • Frontiers in Behavioral Neuroscience, August 2018, Frontiers

    Dr Eduardo Coutinho

  16. Assessing emotional experiences of opera spectators in situ.

    Article • Psychology of Aesthetics Creativity and the Arts, April 2018, American Psychological Association (APA)

    Dr Eduardo Coutinho

  17. MUSEBAQ

    Article • Music Perception An Interdisciplinary Journal, February 2018, University of California Press

    Dr Eduardo Coutinho

  18. Correction: Shared acoustic codes underlie emotional communication in music and speech—Evidence from deep transfer learning

    Article • PLoS ONE, January 2018, PLOS

    Dr Eduardo Coutinho

  19. Evidence of emotion-antecedent appraisal checks in electroencephalography and facial electromyography

    Article • PLoS ONE, January 2018, PLOS

    Dr Eduardo Coutinho

  20. Shared acoustic codes underlie emotional communication in music and speech—Evidence from deep transfer learning

    Article • PLoS ONE, June 2017, PLOS

    Dr Eduardo Coutinho

  21. Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  22. Introducing the GEneva Music-Induced Affect Checklist (GEMIAC)

    Article • Music Perception An Interdisciplinary Journal, April 2017, University of California Press

    Dr Eduardo Coutinho

  23. Ask Alice: an artificial retrieval of information agent

    Article • October 2016, ACM (Association for Computing Machinery)

    Matthew Aylett, Professor Dr Björn W Schuller, Alexandru Ghitulescu, Dr Eduardo Coutinho

  24. The effect of context and audio-visual modality on emotions elicited by a musical performance

    Article • Psychology of Music, October 2016, SAGE Publications

    Dr Eduardo Coutinho

  25. Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments

    Article • PLoS ONE, September 2016, PLOS

    Dr Eduardo Coutinho

  26. The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception, Sincerity & Native Language

    Article • September 2016, International Speech Communication Association

    Dr Eduardo Coutinho

  27. Enhanced semi-supervised learning for multimodal emotion recognition

    Article • March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  28. Dynamic Active Learning Based on Agreement and Applied to Emotion Recognition in Spoken Interactions

    Article • November 2015, ACM (Association for Computing Machinery)

    Dr Eduardo Coutinho

  29. Exploring the Importance of Individual Differences to the Automatic Estimation of Emotions Induced by Music

    Article • October 2015, ACM (Association for Computing Machinery)

    Dr Eduardo Coutinho

  30. Advances in Computational Psychophysiology

    Article • Science, October 2015, American Association for the Advancement of Science

    Dr Eduardo Coutinho

  31. On rater reliability and agreement based dynamic active learning

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  32. Distributing Recognition in Computational Paralinguistics

    Article • IEEE Transactions on Affective Computing, October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  33. Transfer learning emotion manifestation across music and speech

    Article • July 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  34. Singing and Emotion

    Article • April 2014, Oxford University Press (OUP)

    Dr Eduardo Coutinho

  35. 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).

    Article • Psychomusicology Music Mind and Brain, March 2014, American Psychological Association (APA)

    Dr Eduardo Coutinho

  36. Letter from the guest editors.

    Article • Psychomusicology Music Mind and Brain, March 2014, American Psychological Association (APA)

    Dr Eduardo Coutinho

  37. Cooperative Learning and its Application to Emotion Recognition from Speech

    Article • IEEE/ACM Transactions on Audio Speech and Language Processing, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Eduardo Coutinho

  38. Appraisal

    Article • January 2014, SAGE Publications

    Dr Eduardo Coutinho

  39. How music creates emotion

    Article • July 2013, Oxford University Press (OUP)

    Dr Eduardo Coutinho

  40. Psychoacoustic cues to emotion in speech prosody and music

    Article • Cognition & Emotion, June 2013, Taylor & Francis

    Dr Eduardo Coutinho

  41. Musical emotions: Predicting second-by-second subjective feelings of emotion from low-level psychoacoustic features and physiological measurements.

    Article • Emotion, January 2011, American Psychological Association (APA)

    Professor Angelo Cangelosi, Dr Eduardo Coutinho

  42. Cognitive dissonance, knowledge instinct and musical emotions

    Article • Physics of Life Reviews, March 2010, Elsevier

    Dr Eduardo Coutinho

  43. The Use of Spatio-Temporal Connectionist Models in Psychological Studies of Musical Emotions

    Article • Music Perception An Interdisciplinary Journal, September 2009, University of California Press

    Professor Angelo Cangelosi, Dr Eduardo Coutinho

  44. Emotion and Embodiment in Cognitive Agents: from Instincts to Music

    Article • April 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Angelo Cangelosi, Dr Eduardo Coutinho

  45. Towards a Model for Embodied Emotions

    Article • December 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Eduardo R. Miranda, Dr Eduardo Coutinho

  46. Computational Musicology: An Artificial Life Approach

    Article • December 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Eduardo R. Miranda, Dr Eduardo Coutinho

  47. Evolving Emotional Behaviour for Expressive Performance of Music

    Article • January 2005, Springer Science + Business Media

    Prof Eduardo R. Miranda, Dr Eduardo Coutinho

  48. A neural network model for the prediction of musical emotions

    Article • the Institution of Engineering and Technology (the IET)

    Professor Angelo Cangelosi, Dr Eduardo Coutinho