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Credit Name
Panda, Renato
 
Full Name
Panda, Renato Eduardo Silva
 
Variants
Panda, Renato
 
 
 
 
Email
panda@dei.uc.pt
 
 
Ciência ID
 
Scopus Author ID
 
Researcher ID
 
Biography
Renato Panda is an Invited Assistant at the Department of Informatics Engineering of the Polytechnic Institute of Tomar. He concluded his PhD (Doctoral Program in Information Science and Technology) at the Faculty of Sciences and Technology of the University of Coimbra in 2019. He also concluded the Master and Bachelor degrees in Informatics Engineering at the same institution. His main research area is Music Emotion Recognition and is currently a member of the Cognitive and Media Systems research group at the Center for Informatics and Systems of the University of Coimbra (CISUC).
In October 2012, he and his supervisor Professor Rui Pedro Paiva developed an algorithm that performed best in the MIREX 2012 Audio Train/Test: Mood Classification task. More details in http://www.music-ir.org/nema_out/mirex2012/results/act/ mood_report/summary.html
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Status
UC Researcher
 

Publications
(All)

Results 1-21 of 21 (Search time: 0.057 seconds).

Issue DateTitleAuthor(s)TypeAccess
12020Audio Features for Music Emotion Recognition: a SurveyPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleopenAccess
26-Jul-2011Automatic Creation of Mood Playlists in the Thayer Plane: A Methodology and a Comparative StudyPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
3Jul-2010Automatic Mood Tracking in Audio MusicPanda, Renato Eduardo Silva masterThesisopenAccess
42016Bi-Modal Music Emotion Recognition: Novel Lyrical Features and DatasetMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
52016Classification and Regression of Music Lyrics: Emotionally-Significant FeaturesMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
615-Oct-2013Dimensional Music Emotion Recognition: Combining Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleopenAccess
78-May-2019Emotion-based Analysis and Classification of Audio MusicPanda, Renato Eduardo Silva doctoralThesisopenAccess
82018Emotionally-Relevant Features for Classification and Regression of Music LyricsMalheiro, Ricardo ; Panda, Renato Eduardo Silva ; Gomes, Paulo; Paiva, Rui Pedro Pinto de Carvalho e articleembargoedAccess
91-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
1010-Nov-2021MERGE Audio: Music Emotion Recognition next Generation – Audio Classification with Deep LearningSá, Pedro Marques Alegre demasterThesisopenAccess
112012MIREX 2012: Mood Classification Tasks SubmissionPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
122011MOODetector: A Prototype Software Tool for Mood-based Playlist GenerationCardoso, Luís; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
132013Multi-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
142012Music Emotion Classification: Analysis of a Classifier Ensemble ApproachPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
1517-Sep-2012Music Emotion Classification: Dataset Acquisition and Comparative AnalysisPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
162013Music Emotion Recognition from Lyrics: A Comparative StudyMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
172015Music Emotion Recognition with Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleembargoedAccess
182013Music Emotion Recognition: The Importance of Melodic FeaturesRocha, Bruno ; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
192018Musical Texture and Expressivity Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro conferenceObjectopenAccess
202020Novel Audio Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleembargoedAccess
2113-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: 0.001 seconds).

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