Paiva, Rui Pedro

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Credit Name
Paiva, Rui Pedro
 
Name
Paiva, Rui Pedro
 
Variants
Paiva, Rui Pedro
 
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Status
UC Researcher
Biography
Rui Pedro Paiva is a Professor at the Department of Informatics Engineering of the University of Coimbra. He concluded his Doctoral, Master and Bachelor (Licenciatura - 5 years) degrees, all in Informatics Engineering at the University of Coimbra, in 2007, 1999 and 1996, respectively.

Prof. Dr. Rui Pedro Paiva is a member of the Cognitive and Media Systems and Adaptive Computation research groups at the Center for Informatics and Systems of the University of Coimbra (CISUC). His main research interests are in the areas of Music Information Retrieval (MIR) and Medical Informatics. The common research "hat" is the study of feature engineering, applied machine learning and digital signal processing techniques applied to bio and musical signals. He has coordinated and participated in several projects in the above fields and publishes actively in the main conferences and journals in his areas of research, with a record of over 100 papers in scientific journals and conferences.

In 2004, his algorithm for melody detection in polyphonic audio won the ISMIR 2004 Audio Description Contest - melody extraction track, the 1st worldwide contest devoted to MIR methods.

In October 2012, he and his doctoral student Renato Panda 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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Publications
(All)

Refined By:
Author:  Paiva, Rui Pedro Pinto de Carvalho e

Results 1-29 of 29 (Search time: 0.144 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-Feb-2022Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss FunctionPetmezas, Georgios; Cheimariotis, Grigorios-Aris; Stefanopoulos, Leandros; Rocha, Bruno ; Paiva, Rui Pedro ; Katsaggelos, Aggelos K.; Maglaveras, NicosarticleopenAccess
424-Dec-2020Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem?Rocha, Bruno Machado ; Pessoa, Diogo ; Marques, Alda ; Carvalho, Paulo de ; Paiva, Rui Pedro articleopenAccess
56-Jul-2011Automatic Creation of Mood Playlists in the Thayer Plane: A Methodology and a Comparative StudyPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
623-Feb-2023Automatic wheeze segmentation using harmonic-percussive source separation and empirical mode decompositionRocha, Bruno M. ; Pessoa, Diogo ; Marques, Alda; Carvalho, Paulo de ; Paiva, Rui Pedro articleopenAccess
72016Bi-Modal Music Emotion Recognition: Novel Lyrical Features and DatasetMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
82016Classification and Regression of Music Lyrics: Emotionally-Significant FeaturesMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
92024A 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
1015-Oct-2013Dimensional Music Emotion Recognition: Combining Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleopenAccess
112018Emotionally-Relevant Features for Classification and Regression of Music LyricsMalheiro, Ricardo ; Panda, Renato Eduardo Silva ; Gomes, Paulo; Paiva, Rui Pedro Pinto de Carvalho e articleembargoedAccess
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
131999Identificação neuro-difusa: aspectos de interpretabilidadePaiva, Rui Pedro Pinto de Carvalho e masterThesisopenAccess
142004Interpretability and learning in neuro-fuzzy systemsPaiva, Rui Pedro ; Dourado, António articleopenAccess
1516-Feb-2007Melody detection in polyphonic audioPaiva, Rui Pedro Pinto de Carvalho e doctoralThesisopenAccess
162012MIREX 2012: Mood Classification Tasks SubmissionPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
172011MOODetector: A Prototype Software Tool for Mood-based Playlist GenerationCardoso, Luís; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
182013Multi-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
192012Music Emotion Classification: Analysis of a Classifier Ensemble ApproachPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
2017-Sep-2012Music Emotion Classification: Dataset Acquisition and Comparative AnalysisPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
212013Music Emotion Recognition from Lyrics: A Comparative StudyMalheiro, Ricardo ; Panda, Renato ; Gomes, Paulo J. S. ; Paiva, Rui Pedro conferenceObjectopenAccess
222015Music Emotion Recognition with Standard and Melodic Audio FeaturesPanda, Renato ; Rocha, Bruno ; Paiva, Rui Pedro articleembargoedAccess
232013Music Emotion Recognition: The Importance of Melodic FeaturesRocha, Bruno ; Panda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
242018Musical Texture and Expressivity Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro conferenceObjectopenAccess
252020Novel Audio Features for Music Emotion RecognitionPanda, Renato ; Malheiro, Ricardo ; Paiva, Rui Pedro articleembargoedAccess
26Oct-2023A Pattern Recognition Framework to Investigate the Neural Correlates of MusicGuedes, Ana Gabriela; Sayal, Alexandre ; Panda, Renato ; Paiva, Rui Pedro ; Direito, Bruno conferenceObjectopenAccess
272004Quality prediction in pulp bleaching: application of a neuro-fuzzy systemPaiva, Rui Pedro ; Dourado, António ; Duarte, Belmiro articleopenAccess
2813-May-2011Using Support Vector Machines for Automatic Mood Tracking in Audio MusicPanda, Renato ; Paiva, Rui Pedro conferenceObjectopenAccess
298-Sep-2020A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health MonitoringYilmaz, Gürkan; Rapin, Michaël; Pessoa, Diogo ; Rocha, Bruno M. ; de Sousa, Antonio Moreira; Rusconi, Roberto; Carvalho, Paulo ; Wacker, Josias; Paiva, Rui Pedro ; Chételat, OlivierarticleopenAccess

Projects
(Principal Investigator)


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

TitleP-Investigator
MOODETECTOR - A SYSTEM FOR MOOD-BASED CLASSIFICATION AND RETRIEVAL OF AUDIO MUSICPaiva, Rui Pedro