Panda, Renato

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Credit Name
Panda, Renato
 
Name
Panda, Renato
 
Variants
Panda, Renato Eduardo Silva
 
Unidade de I&D
 
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Email
panda@dei.uc.pt
 
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Status
UC Researcher
Biography
Renato Panda is an Auxiliary Researcher (non-tenured) at the Smarter Cities Research Center (Ci2), Polytechnic Institute of Tomar (IPT), where he also lectures in Informatics Engineering. His main research line is related to information retrieval, specifically Music Emotion Recognition (MER), with more than 20 publications in the field, including three highly impactful papers in IEEE Transactions of Affective Computing over the last few years. Since concluding his doctoral thesis, honored with two Ph.D. awards, he has actively collaborated with other renowned R&D Units, such as the Centre for Informatics and Systems of the University of Coimbra (CISUC), where he currently co-supervises two Ph.D. students and several MSc and grant holders. He is part of two ongoing FCT R&D Projects (MERGE and Brainplayback, with an application acceptance rate of <10%). In addition to his main line, he collaborates on other applied research problems, mainly dealing with data analysis, machine learning, and software engineering. Examples include two concluded Compete/P2020 projects (VitaSenior and MovTour), where he mentored grand holders, or his recent participation in the COST Action Mobilise CA17106, dealing with machine learning on images of natural history collections. He is also one of the Open Science managers at the Ci2.
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Publications
(All)

Results 1-26 of 26 (Search time: 0.076 seconds).

Issue DateTitleAuthor(s)TypeAccess
12020Audio Features for Music Emotion Recognition: a SurveyPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleopenAccess
22023Audio Features for Music Emotion Recognition: A SurveyPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleopenAccess
36-Jul-2011Automatic Creation of Mood Playlists in the Thayer Plane: A Methodology and a Comparative StudyPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
4Jul-2010Automatic Mood Tracking in Audio MusicPanda, Renato Eduardo Silva masterThesisopenAccess
52016Bi-Modal Music Emotion Recognition: Novel Lyrical Features and DatasetMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
62016Classification and Regression of Music Lyrics: Emotionally-Significant FeaturesMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
72024A Comparison Study of Deep Learning Methodologies for Music Emotion RecognitionLouro, Pedro Lima; Redinho, Hugo; Malheiro, Ricardo Manuel da Silva ; Paiva, Rui Pedro ; Panda, Renato articleopenAccess
815-Oct-2013Dimensional Music Emotion Recognition: Combining Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleopenAccess
98-May-2019Emotion-based Analysis and Classification of Audio MusicPanda, Renato Eduardo Silva doctoralThesisopenAccess
102018Emotionally-Relevant Features for Classification and Regression of Music LyricsMalheiro, Ricardo ; Panda, Renato Eduardo Silva ; Gomes, Paulo; Paiva, Rui Pedro Pinto de Carvalho e articleembargoedAccess
112023Envisaging a global infrastructure to exploit the potential of digitised collectionsGroom, Quentin; Dillen, Mathias; Addink, Wouter; Ariño, Arturo H H; Bölling, Christian; Bonnet, Pierre; Cecchi, Lorenzo; Ellwood, Elizabeth R; Figueira, Rui; Gagnier, Pierre-Yves; Grace, Olwen M; Güntsch, Anton; Hardy, Helen; Huybrechts, Pieter; Hyam, Roger; Joly, Alexis A J; Kommineni, Vamsi Krishna; Larridon, Isabel; Livermore, Laurence; Lopes, Ricardo Jorge; Meeus, Sofie; Miller, Jeremy A; Milleville, Kenzo; Panda, Renato ; Pignal, Marc; Poelen, Jorrit; Ristevski, Blagoj; Robertson, Tim; Rufino, Ana C. ; Santos, Joaquim; Schermer, Maarten; Scott, Ben; Seltmann, Katja Chantre; Teixeira, Heliana ; Trekels, Maarten; Gaikwad, JitendraarticleopenAccess
121-Jul-2021How Does the Spotify API Compare to the Music Emotion Recognition State-of-the-Art?Panda, Renato ; Redinho, Hugo; Gonçalves, Carolina; Malheiro, Ricardo ; Paiva, Rui Pedro conferenceObjectopenAccess
1310-Nov-2021MERGE Audio: Music Emotion Recognition next Generation – Audio Classification with Deep LearningSá, Pedro Marques Alegre demasterThesisopenAccess
1415-Sep-2022MERGE Áudio 2.0Louro, Pedro Miguel LimamasterThesisopenAccess
152012MIREX 2012: Mood Classification Tasks SubmissionPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
162011MOODetector: A Prototype Software Tool for Mood-based Playlist GenerationCardoso, Luís; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
172013Multi-Modal Music Emotion Recognition: A New Dataset, Methodology and Comparative AnalysisPanda, Renato Eduardo Silva ; Malheiro, Ricardo ; Rocha, Bruno ; Oliveira, António Pedro; Paiva, Rui Pedro conferenceObjectopenAccess
182012Music Emotion Classification: Analysis of a Classifier Ensemble ApproachPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
1917-Sep-2012Music Emotion Classification: Dataset Acquisition and Comparative AnalysisPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
202013Music Emotion Recognition from Lyrics: A Comparative StudyMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
212015Music Emotion Recognition with Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleembargoedAccess
222013Music Emotion Recognition: The Importance of Melodic FeaturesRocha, Bruno ; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
232018Musical Texture and Expressivity Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro conferenceObjectopenAccess
242020Novel Audio Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleembargoedAccess
25Oct-2023A Pattern Recognition Framework to Investigate the Neural Correlates of MusicGuedes, Ana Gabriela; Sayal, Alexandre ; Panda, Renato ; Paiva, Rui Pedro ; Direito, Bruno conferenceObjectopenAccess
2613-May-2011Using Support Vector Machines for Automatic Mood Tracking in Audio MusicPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess

Projects


Results 1-1 of 1 (Search time: 0.0 seconds).

TitleP-Investigator
EMOTION-BASED ANALYSIS AND CLASSIFICATION OF AUDIO MUSICPanda, Renato