People
Renato Panda
Other Info:
https://scholar.google.pt/citations?user=WT5afVUAAAAJ
Member
Cognitive and Media SystemsResearch interests
music emotion recognitionmusic information retrieval
software engineering
Past Projects
MOODetector: A System for Mood-based Classification and Retrieval of Audio Music
Journal Articles
2018
(2 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Emotionally-Relevant Features for Classification and Regression of Music Lyrics", IEEE Transactions on Affective Computing, vol. 9, pp. 240-254, 2018 [ DOI ]
- Panda, Renato and Malheiro, R., and Paiva, R.P. , "Novel audio features for music emotion recognition", IEEE Transactions on Affective Computing (early access), 2018 [ DOI ]
2015
(1 publication)Conference Articles
2018
(1 publication)2016
(2 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Classification and Regression of Music Lyrics: Emotionally-Significant Features", in 8th International Conference on Knowledge Discovery and Information Retrieval – KDIR’2016, 2016
- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Bi-Modal Music Emotion Recognition: Novel Lyrical Features and Dataset", in 9th International Workshop on Music and Machine Learning – MML’2016 – in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases – ECML/PKDD 2016, 2016
2013
(4 publications)- Malheiro, R., and Panda, Renato and Paulo Gomes and Paiva, R.P. , "Music Emotion Recognition from Lyrics: A Comparative Study", in 6th International Workshop on Machine Learning and Music, 2013
- Rocha, B.M.M. and Panda, Renato and Paiva, R.P. , "Music Emotion Recognition: The Importance of Melodic Features", in 6th International Workshop on Music and Machine Learning – MML’2013 – in conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases – ECML/PKDD 2013, Prague, Czech Republic, 2013
- Panda, Renato and Rocha, B.M.M. and Paiva, R.P. , "Dimensional Music Emotion Recognition: Combining Standard and Melodic Audio Features", in 10th International Symposium on Computer Music Multidisciplinary Research – CMMR’2013, Marseille, France., 2013
- Panda, Renato and Malheiro, R., and Rocha, B.M.M. and António Oliveira and Paiva, R.P. , "Multi-Modal Music Emotion Recognition: A New Dataset, Methodology and Comparative Analysis", in 10th International Symposium on Computer Music Multidisciplinary Research – CMMR’2013, Marseille, France., 2013
2012
(3 publications)- Panda, Renato and Paiva, R.P. , "Music Emotion Classification: Analysis of a Classifier Ensemble Approach", in 5th International Workshop on Music and Machine Learning – MML’2012 – in conjunction with the 19th International Conference on Machine Learning – ICML’2012, 2012
- Panda, Renato and Paiva, R.P. , "Music Emotion Classification: Dataset Acquisition and Comparative Analysis", in 15th International Conference on Digital Audio Effects – DAFx’12, 2012
- Panda, Renato and Paiva, R.P. , "MIREX 2012: Mood Classifcation Task Submission", in Music Information Retrieval Evaluation eXchange - MIREX'2012, 2012
2011
(3 publications)- Panda, Renato and Paiva, R.P. , "Using Support Vector Machines for Automatic Mood Tracking in Audio Music", in 130th Audio Engineering Convention - AES 130, 2011
- Panda, Renato and Paiva, R.P. , "Automatic Creation of Mood Playlists in the Thayer Plane: A Methodology and a Comparative Study", in Sound and Music Computing Conference - SMC'2011, 2011
- Cardoso, L.F.A. and Panda, Renato and Paiva, R.P. , "MOODetector: A Prototype Software Tool for Mood-based Playlist Generation", in Simpósio de Informática - INForum 2011, 2011