Keyword-based Approach for Lyrics Emotion Variation Detection. - Ricardo Malheiro; Hugo Gonçalo Oliveira; Paulo Gomes; Rui Pedro Paiva (KDIR, 2016)

Classification and Regression of Music Lyrics: Emotionally-Significant Features. - Ricardo Malheiro; Renato Panda; Paulo Gomes; Rui Pedro Paiva (KDIR, 2016)

Musical Texture and Expressivity Features for Music Emotion Recognition. - Renato Panda; Ricardo Malheiro; Rui Pedro Paiva (ISMIR, 2018)

Emotionally-Relevant Features for Classification and Regression of Music Lyrics. - Ricardo Malheiro; Renato Panda; Paulo Gomes; Rui Pedro Paiva (IEEE Trans. Affect. Comput., 2018)

Novel Audio Features for Music Emotion Recognition. - Renato Panda; Ricardo Malheiro; Rui Pedro Paiva (IEEE Trans. Affect. Comput., 2020)

Audio Features for Music Emotion Recognition: A Survey. - Renato Panda; Ricardo Malheiro; Rui Pedro Paiva (IEEE Trans. Affect. Comput., 2023)

MERGE App: A Prototype Software for Multi-User Emotion-Aware Music Management. - Pedro Lima Louro; Guilherme Branco; Hugo Redinho; Ricardo Correia; Ricardo Malheiro; Renato Panda; Rui Pedro Paiva (KDIR, 2024)

Exploiting Automatic Source Separation and Music Transcription for Music Emotion Recognition. - Hugo Redinho; Pedro Lima Louro; André C. Santos; Ricardo Malheiro; Rui Pedro Paiva; Renato Panda (ICPR (Workshops and Challenges, 1), 2024)

MERGE - A Bimodal Dataset for Static Music Emotion Recognition. - Pedro Lima Louro; Hugo Redinho; Ricardo Santos; Ricardo Malheiro; Renato Panda; Rui Pedro Paiva (CoRR, 2024)

A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition. - Pedro Lima Louro; Hugo Redinho; Ricardo Malheiro; Rui Pedro Paiva; Renato Panda (Sensors, 2024)