Supporting Music Pattern Retrieval and Analysis: An Ontology-Based Approach. - Charbel El Achkar; Talar Atéchian (WIMS, 2020)

Combining Reduction and Dense Blocks for Music Genre Classification. - Charbel El Achkar; Raphaël Couturier; Talar Atéchian; Abdallah Makhoul (ICONIP (6), 2021)

MEI2JSON: a pre-processing music scores converter. - Charbel El Achkar; Talar Atéchian (Int. J. Intell. Inf. Database Syst., 2022)

Leveraging Computer Vision Networks for Guitar Tablature Transcription. - Charbel El Achkar; Raphaël Couturier; Abdallah Makhoul; Talar Atéchian (CGI (1), 2023)

Music encoding and deep learning for music transcription and classification based on visually represented audio features. (Encodage de musique et apprentissage en profondeur pour la transcription et la classification de la musique basées sur des caractéristiques audio représentées visuellement). - Charbel El Achkar (2023)