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  2023 (2)
‘Talking’ about Music. Lamont, A.; Bannister, S.; and Coutinho, E. YouTube and Music, pages 230-254. Rogers, H.; Freitas, J.; and Porfírio, J., F., editor(s). Bloomsbury Academic, 2023.
YouTube and Music [link]Website   doi   link   bibtex  
Automated composition of Galician Xota - tuning RNN-based composers for specific musical styles using Deep Q-Learning. Mira, R.; Coutinho, E.; Parada-Cabaleiro, E.; and Schuller, B. PeerJ Computer Science, 9: e1356. 5 2023.
Automated composition of Galician Xota - tuning RNN-based composers for specific musical styles using Deep Q-Learning [link]Website   doi   link   bibtex   abstract  
  2022 (4)
Measuring the Structural Complexity of Music: From Structural Segmentations to the Automatic Evaluation of Models for Music Generation. De Berardinis, J.; Cangelosi, A.; and Coutinho, E. IEEE/ACM Transactions on Audio Speech and Language Processing, 30: 1963-1976. 2022.
Measuring the Structural Complexity of Music: From Structural Segmentations to the Automatic Evaluation of Models for Music Generation [link]Website   doi   link   bibtex   abstract  
Music therapy interventions for eating disorders: Lack of robust evidence and recommendations for future research. Coutinho, E.; Van Criekinge, T.; Hanford, G.; Nathan, R.; Maden, M.; and Hill, R. British Journal of Music Therapy, 36(2): 84-93. 11 2022.
Music therapy interventions for eating disorders: Lack of robust evidence and recommendations for future research [link]Website   doi   link   bibtex   abstract  
Background Music and Cognitive Task Performance: A Systematic Review of Task, Music, and Population Impact. Cheah, Y.; Wong, H., K.; Spitzer, M.; and Coutinho, E. Music and Science, 5: 205920432211343. 1 2022.
Background Music and Cognitive Task Performance: A Systematic Review of Task, Music, and Population Impact [link]Website   doi   link   bibtex   abstract  
Background music and cognitive task performance: systematic review dataset. Cheah, Y.; Wong, H., K.; Spitzer, M.; and Coutinho, E. 2022.
Background music and cognitive task performance: systematic review dataset [link]Website   doi   link   bibtex   abstract  
  2021 (5)
POLYHYMNIA Mood – A pilot evaluation of a new app to empower people to cope with low mood and depression through music listening. Coutinho, E.; and Dowrick, C. In Proceedings of the 16th International Conference on Music Perception and Cognition, 2021.
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Music and Hypertonia: Can Music Listening Help Reduce Muscle Tension and Improve Movement Quality?. Van Criekinge, T.; D’Août, K.; O’Brien, J.; and Coutinho, E. Music and Science, 4: 1-12. 1 2021.
Music and Hypertonia: Can Music Listening Help Reduce Muscle Tension and Improve Movement Quality? [link]Website   doi   link   bibtex   abstract  
Background Music and Performance on Memory-related Tasks: Preliminary Findings from a Systematic Review. Cheah, Y.; Spitzer, M.; and Coutinho, E. In Proceedings of the 16th International Conference on Music Perception and Cognition, 2021.
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POLYHYMNIA Mood-Empowering people to cope with depression through music listening. Coutinho, E.; Alshukri, A.; De Berardinis, J.; and Dowrick, C. In UbiComp/ISWC 2021 - Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, pages 188-193, 2021. ACM
doi   link   bibtex   abstract  
Audição musical e performance cognitiva [Music listening and cognitive performance]. Coutinho, E.; and Cheah, Y. Musica Humana. Martingo, Â., editor(s). Húmus, 1 edition, 2021.
Musica Humana [link]Website   link   bibtex   abstract  
  2020 (6)
Unveiling the Hierarchical Structure of Music by Multi-Resolution Community Detection. De Berardinis, J.; Vamvakaris, M.; Cangelosi, A.; and Coutinho, E. Transactions of the International Society for Music Information Retrieval, 3(1): 82-97. 6 2020.
Unveiling the Hierarchical Structure of Music by Multi-Resolution Community Detection [link]Website   doi   link   bibtex   abstract   1 download  
The impact of background music on cognitive task performance: a systematic review protocol. Cheah, Y.; Spitzer, M.; and Coutinho, E. 2020.
The impact of background music on cognitive task performance: a systematic review protocol. [link]Website   link   bibtex   4 downloads  
The multiple voices of musical emotions: source separation for improving music emotion recognition models and their interpretability. de Berardinis, J.; Cangelosi, A.; and Coutinho, E. In Cumming, J.; Lee, J., H.; McFee, B.; Schedl, M.; Devaney, J.; McKay, C.; Zangerle, E.; and de Reuse, T., editor(s), Proceedings of the 21st International Society for Music Information Retrieval Conference, pages 310-217, 2020. International Society for Music Information Retrieval
The multiple voices of musical emotions: source separation for improving music emotion recognition models and their interpretability [pdf]Website   link   bibtex   abstract   2 downloads  
'Talking’ about music - The emotional content of comments on YouTube videos. Lamont, A.; Bannister, S.; Coutinho, E.; and Egermann, H. In Music and cyberculture before and after the new decade, 2020.
'Talking’ about music - The emotional content of comments on YouTube videos [link]Website   link   bibtex  
Modelling long- and short-term structure in symbolic music with attention and recurrence. de Berardinis, J.; Barrett, S.; Cangelosi, A.; and Coutinho, E. In CSMC + MuMe 2020: 2020 Joint Conference on AI Music Creativity, 2020.
Modelling long- and short-term structure in symbolic music with attention and recurrence [link]Website   link   bibtex   abstract   2 downloads  
The effectiveness of music therapy interventions for people with eating disorders: a systematic review protocol. Coutinho, E.; Van Criekinge, T.; Hanford, G.; Rajan, N.; Maden, M.; and Hill, R. 2020.
The effectiveness of music therapy interventions for people with eating disorders: a systematic review protocol [link]Website   link   bibtex   abstract  
  2019 (13)
Effect of music listening on hypertonia in neurologically impaired patients-systematic review. van Criekinge, T.; D'Août, K.; O'Brien, J.; and Coutinho, E. PeerJ, 7: e8228. 12 2019.
Effect of music listening on hypertonia in neurologically impaired patients-systematic review [link]Website   doi   link   bibtex   abstract   11 downloads  
Emotion and themes recognition in music utilising convolutional and recurrent neural networks. Amiriparian, S.; Gerczuk, M.; Coutinho, E.; Baird, A.; Ottl, S.; Milling, M.; and Schuller, B. In CEUR Workshop Proceedings, volume 2670, pages 26-28, 10 2019.
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Appraisal. Hood, S. The Cambridge Handbook of Systemic Functional Linguistics, pages 382-409. Thompson, W., F., editor(s). SAGE Publications, Inc., 2019.
The Cambridge Handbook of Systemic Functional Linguistics [link]Website   doi   link   bibtex  
The impact of music listening on the quality of life of people with dementia and their caregivers. Hou, X.; Brooks, H.; Donnellan, W.; and Coutinho, E. In Proceedings of the British Society of Gerontology 48th Annual Conference, 2019. British Society of Gerontology
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The role of music listening in eliciting autobiographical memories and improving the quality of life of people with dementia and their caregivers. Hou, X.; Brooks, H.; Donnellan, W.; and Coutinho, E. In Proceedings of the Music & lifetime memories: An interdisciplinary conference, 11 2019. University of Durham
link   bibtex   abstract   1 download  
Comments on comments by Cupchik (2019) and Jacobsen (2019). Scherer, K., R.; Trznadel, S.; Fantini, B.; and Coutinho, E. Psychology of Aesthetics, Creativity, and the Arts, 13(3): 264-265. 8 2019.
Comments on comments by Cupchik (2019) and Jacobsen (2019) [link]Website   doi   link   bibtex   abstract  
Assessing emotional experiences of opera spectators in situ. Scherer, K., R.; Trznadel, S.; Fantini, B.; and Coutinho, E. Psychology of Aesthetics, Creativity, and the Arts, 13(3): 244-258. 8 2019.
Assessing emotional experiences of opera spectators in situ [link]Website   doi   link   bibtex   abstract  
Dynamic difficulty awareness training for continuous emotion prediction. Zhang, Z.; Han, J.; Coutinho, E.; and Schuller, B. IEEE Transactions on Multimedia, 21(5): 1289-1301. 5 2019.
Dynamic difficulty awareness training for continuous emotion prediction [link]Website   doi   link   bibtex   abstract  
Sincerity in acted speech: Presenting the sincere apology corpus and results. Baird, A.; Coutinho, E.; Hirschberg, J.; and Schuller, B. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, volume 2019-Septe, pages 539-543, 9 2019. ISCA
Sincerity in acted speech: Presenting the sincere apology corpus and results [link]Website   doi   link   bibtex   abstract  
Singing and Emotion. Coutinho, E.; Scherer, K., R.; and Dibben, N. Volume 1 of Scholarly Research Reviews. The Oxford Handbook of Singing, pages 296-314. Welch, G., F.; Howard, D., M.; and Nix, J., editor(s). Oxford University Press, 4 2019.
The Oxford Handbook of Singing [link]Website   doi   link   bibtex   abstract  
The Sincere Apology Corpus (SinA-C). Baird, A.; and Coutinho, E. 8 2019.
The Sincere Apology Corpus (SinA-C) [link]Website   doi   link   bibtex   abstract  
The Influence of Sound-Based Interventions on Motor Behavior After Stroke: A Systematic Review. Van Criekinge, T.; D'Août, K.; O'Brien, J.; and Coutinho, E. Frontiers in Neurology, 10(1141). 11 2019.
The Influence of Sound-Based Interventions on Motor Behavior After Stroke: A Systematic Review [link]Website   doi   link   bibtex   abstract   1 download  
Connecting subspace learning and extreme learning machine in speech emotion recognition. Xu, X.; Deng, J.; Coutinho, E.; Wu, C.; Zhao, L.; and Schuller, B., W. IEEE Transactions on Multimedia, 21(3): 795-808. 3 2019.
Connecting subspace learning and extreme learning machine in speech emotion recognition [link]Website   doi   link   bibtex   abstract  
  2018 (3)
MUSEBAQ: A modular tool for music research to assess musicianship, musical capacity, music preferences, and motivations for music use. Chin, T., C.; Coutinho, E.; Scherer, K., R.; and Rickard, N., S. Music Perception, 35(3): 376-399. 2 2018.
MUSEBAQ: A modular tool for music research to assess musicianship, musical capacity, music preferences, and motivations for music use [link]Website   doi   link   bibtex   abstract   3 downloads  
Do individual differences influence moment-by-moment reports of emotion perceived in music and speech prosody?. Dibben, N.; Coutinho, E.; Vilar, J., A.; and Estévez-Pérez, G. Frontiers in Behavioral Neuroscience, 12: 184. 8 2018.
Do individual differences influence moment-by-moment reports of emotion perceived in music and speech prosody? [link]Website   doi   link   bibtex   abstract  
Evidence of emotion-antecedent appraisal checks in electroencephalography and facial electromyography. Coutinho, E.; Gentsch, K.; Van Peer, J.; Scherer, K., R.; and Schuller, B., W. PLoS ONE, 13(1): e0189367. 1 2018.
Evidence of emotion-antecedent appraisal checks in electroencephalography and facial electromyography [link]Website   doi   link   bibtex   abstract  
  2017 (7)
Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure. Sabathe, R.; Coutinho, E.; and Schuller, B. In Proceedings of the International Joint Conference on Neural Networks, volume 2017-May, pages 3467-3474, 5 2017. IEEE
Deep recurrent music writer: Memory-enhanced variational autoencoder-based musical score composition and an objective measure [link]Website   doi   link   bibtex   abstract  
Shared Acoustic Codes Underlie Emotional Communication in Music and Speech - Evidence from Deep Transfer Learning (Datasets). Coutinho, E. 3 2017.
Shared Acoustic Codes Underlie Emotional Communication in Music and Speech - Evidence from Deep Transfer Learning (Datasets) [link]Website   doi   link   bibtex   abstract  
Emotion-Antecedent Appraisal Checks: EEG and EMG datasets for Novelty and Pleasantness. van Peer, J.; Coutinho, E.; Grandjean, D.; and Scherer, K., R. 12 2017.
Emotion-Antecedent Appraisal Checks: EEG and EMG datasets for Novelty and Pleasantness [link]Website   doi   link   bibtex   abstract  
The effect of context and audio-visual modality on emotions elicited by a musical performance. Coutinho, E.; and Scherer, K., R. Psychology of Music, 45(4): 550-569. 7 2017.
The effect of context and audio-visual modality on emotions elicited by a musical performance [link]Website   doi   link   bibtex   abstract   1 download  
Emotion-Antecedent Appraisal Checks: EEG and EMG datasets for Goal Conduciveness, Control and Power. Gentsch, K.; Coutinho, E.; Grandjean, D.; Scherer, K., R.; Gentsch, K.; Grandjean, D.; and Scherer, K., R. 12 2017.
Emotion-Antecedent Appraisal Checks: EEG and EMG datasets for Goal Conduciveness, Control and Power [link]Website   doi   link   bibtex   abstract  
Shared acoustic codes underlie emotional communication in music and speech—evidence from deep transfer learning. Coutinho, E.; and Schuller, B. PLoS ONE, 12(6): e0179289. 6 2017.
Shared acoustic codes underlie emotional communication in music and speech—evidence from deep transfer learning [link]Website   doi   link   bibtex   abstract  
Introducing the Geneva music-induced affect checklist (GEMIAC): A brief instrument for the rapid assessment of musically induced emotions. Coutinho, E.; and Scherer, K., R. Music Perception, 34(4): 371-386. 4 2017.
Introducing the Geneva music-induced affect checklist (GEMIAC): A brief instrument for the rapid assessment of musically induced emotions [link]Website   doi   link   bibtex   abstract  
  2016 (6)
The INTERSPEECH 2016 computational paralinguistics challenge: Deception, sincerity & native language. Schuller, B.; Steidl, S.; Batliner, A.; Hirschberg, J.; Burgoon, J., K.; Baird, A.; Elkins, A.; Zhang, Y.; Coutinho, E.; and Evanini, K. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, volume 08-12-Sept, pages 2001-2005, 9 2016.
The INTERSPEECH 2016 computational paralinguistics challenge: Deception, sincerity & native language [link]Website   doi   link   bibtex   abstract  
MUSEBAQ: A psychometrically robust questionnaire for capturing the many voices of music engagement. Rickard, N., S.; Chin, T.; Coutinho, E.; and Scherer, K., R. In Proceedings of the 14th International Conference on Music Perception and Cognition, 7 2016. San Francisco, CA
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Ask alice: An artificial retrieval of information agent. Valstar, M.; Ghitulescu, A.; Baur, T.; Potard, B.; Cafaro, A.; Wagner, J.; André, E.; Durieu, L.; Aylett, M.; Dermouche, S.; Pelachaud, C.; Coutinho, E.; Schuller, B.; Zhang, Y.; Heylen, D.; Theune, M.; and van Waterschoot, J. In ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction, pages 419-420, 11 2016. ACM Press
Ask alice: An artificial retrieval of information agent [link]Website   doi   link   bibtex   abstract  
Enhanced semi-supervised learning for multimodal emotion recognition. Zhang, Z.; Ringeval, F.; Dong, B.; Coutinho, E.; Marchi, E.; and Schuller, B. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, volume 2016-May, pages 5185-5189, 3 2016. IEEE
Enhanced semi-supervised learning for multimodal emotion recognition [link]Website   doi   link   bibtex   abstract  
Assessing the prosody of non-native speakers of English: Measures and feature sets. Coutinho, E.; Hönig, F.; Zhang, Y.; Hantke, S.; Batliner, A.; Nöth, E.; and Schuller, B. In Calzolari, N.; Choukri, K.; Declerck, T.; Goggi, S.; Grobelnik, M.; Maegaard, B.; Mariani, J.; Mazo, H.; Moreno, A.; Odijk, J.; and Piperidis, S., editor(s), Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016, volume 645378, pages 1328-1332, 1 2016. European Language Resources Association (ELRA)
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Semi-supervised active learning for sound classification in hybrid learning environments. Han, W.; Coutinho, E.; Ruan, H.; Li, H.; Schuller, B.; Yu, X.; and Zhu, X. PLoS ONE, 11(9): e0162075. 9 2016.
Semi-supervised active learning for sound classification in hybrid learning environments [link]Website   doi   link   bibtex   abstract  
  2015 (16)
Automatic Estimation of Biosignals From the Human Voice. Coutinho, E.; and Schuller, B., W. Science, 350(6256): 114:48--50. 10 2015.
Automatic Estimation of Biosignals From the Human Voice [link]Website   link   bibtex   abstract  
Does my Speech Rock? Automatic Assessment of Public Speaking Skills. Payan, A.; Sun, T.; Vidal, G.; Zhang, T.; Coutinho, E.; and Eyben, F. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, volume 1, pages 2519-2523, 2015. ISCA
Does my Speech Rock? Automatic Assessment of Public Speaking Skills [pdf]Website   link   bibtex   abstract  
The MUSEBAQ: a Comprehensive and Modular Instrument for Assessing Musical Engagement. Rickard, N., S.; Chin, T.; Coutinho, E.; and Scherer, K., R. In Proceedings of the 4th International Conference on Music and Emotion (ICME’4), pages 1, 2015.
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Automatic Estimation of Biosignals From the Human Voice. Coutinho, E.; and Schuller, B., W. Science, 350(6256): 114:48--50. 10 2015.
Automatic Estimation of Biosignals From the Human Voice [link]Website   link   bibtex   abstract  
On rater reliability and agreement based dynamic active learning. Zhang, Y.; Coutinho, E.; Schuller, B.; Zhang, Z.; and Adam, M. In 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015, pages 70-76, 9 2015. IEEE
On rater reliability and agreement based dynamic active learning [link]Website   doi   link   bibtex   abstract  
Dynamic Active Learning based on agreement and applied to emotion recognition in spoken interactions. Zhang, Y.; Coutinho, E.; Zhang, Z.; Quan, C.; and Schuller, B. In ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction, pages 275-278, 2015. ACM Press
Dynamic Active Learning based on agreement and applied to emotion recognition in spoken interactions [link]Website   doi   link   bibtex   abstract  
Cooperative learning and its application to emotion recognition from speech. Zhang, Z.; Coutinho, E.; Deng, J.; and Schuller, B. IEEE/ACM Transactions on Audio Speech and Language Processing, 23(1): 115-126. 1 2015.
Cooperative learning and its application to emotion recognition from speech [link]Website   doi   link   bibtex   abstract  
Automatic recognition of emotional dimensions in singing. Eyben, F.; Coutinho, E.; and Schuller, B., W. In Proceedings of the 4th International Conference on Music and Emotion (ICME’4), pages 1, 2015. University of Geneva
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Agreement-Based Dynamic Active Learning with Least and Medium Certainty Query Strategy. Zhang, Y.; Coutinho, E.; Zhang, Z.; Quan, C.; and Schuller, B. In Krishnamurthy, A.; Ramdas, A.; Balcan, N.; and Singh, A., editor(s), Proceedings of the 32nd International Conference on Machine Learning (ICML 2015), pages 1-5, 2015. International Machine Learning Society (IMLS)
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Classifying Emotion-Antecedent Appraisal in Brain Activity Using Machine Learning Methods. Gentsch, K.; Coutinho, E.; Eyben, F.; Schuller, B., W.; and Scherer, K., R. In Proceedings of the International Society for Research on Emotions Conference (ISRE 2015), pages 1, 2015.
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Exploring the importance of individual differences to the automatic estimation of emotions induced by music. Sagha, H.; Coutinho, E.; and Schuller, B. In AVEC 2015 - Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, co-Located with MM 2015, pages 57-63, 10 2015. ACM Press
Exploring the importance of individual differences to the automatic estimation of emotions induced by music [link]Website   doi   link   bibtex   abstract  
A Comparison of Undergraduates Music Listening Habits in Everyday Life and While Studying. Coutinho, E.; and Lisser, A. In Proceedings of the 4th International Conference on Music and Emotion (ICME’4), pages 1, 2015. University of Geneva
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Music Cognition [Research Topic]. Perlovsky, L.; Coutinho, E.; and Wilkins, R., W., editors. Volume 7 . Frontiers in Psychology. Perlovsky, L.; Coutinho, E.; and Wilkins, R., W., editor(s). Frontiers Media, 2015.
Frontiers in Psychology [link]Website   link   bibtex  
Predicting Musical Emotions From Low-level Acoustics and Physiological Measurements: Music and Speech. Coutinho, E. In Proceedings of the 4th International Conference on Music and Emotion (ICME’4), pages 1, 2015.
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The ICL-TUM-PASSAU approach for the MediaEval 2015 "affective impact of movies" task. Trigeorgis, G.; Coutinho, E.; Ringeval, F.; Marchi, E.; Zafeiriou, S.; and Schuller, B. In Larson, M.; Ionescu, B.; Sjöberg, M.; Anguera, X.; Poignant, J.; Riegler, M.; Eskevich, M.; Hauff, C.; Sutcliffe, R.; Jones, G., J.; Yang, Y.; Soleymani, M.; and Papadopoulos, S., editor(s), CEUR Workshop Proceedings, volume 1436, 1 2015. CEUR
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Automatically estimating emotion in music with deep long-short term memory recurrent neural networks. Coutinho, E.; Trigeorgis, G.; Zafeiriou, S.; and Schuller, B. In Larson, M.; Ionescu, B.; Sjöberg, M.; Anguera, X.; Poignant, J.; Riegler, M.; Eskevich, M.; Hauff, C.; Sutcliffe, R.; Jones, G., J.; Yang, Y.; Soleymani, M.; and Papadopoulos, S., editor(s), CEUR Workshop Proceedings, volume 1436, pages 1-3, 9 2015. CEUR
Automatically estimating emotion in music with deep long-short term memory recurrent neural networks [pdf]Website   link   bibtex   abstract   1 download  
  2014 (6)
The munich LSTM-RNN approach to the MediaEval 2014 "Emotion in Music" Task. Coutinho, E.; Weninger, F.; Schuller, B.; and Scherer, K., R. In CEUR Workshop Proceedings, volume 1263, 2014.
The munich LSTM-RNN approach to the MediaEval 2014 "Emotion in Music" Task [link]Website   link   bibtex   abstract   1 download  
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). Spitzer, M.; and Coutinho, E. Psychomusicology: Music, Mind, and Brain, 24(1): 35-57. 2014.
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). [link]Website   doi   link   bibtex   abstract   1 download