• Motivic Pattern Classification of Music Audio Signals Combining Residual and LSTM Networks 

      Arronte Alvarez, Aitor; Gómez, Francisco (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2021)
      Motivic pattern classification from music audio recordings is a challenging task. More so in the case of a cappella flamenco cantes, characterized by complex melodic variations, pitch instability, timbre changes, extreme ...
    • Violence Detection in Audio: Evaluating the Effectiveness of Deep Learning Models and Data Augmentation 

      Durães, Dalila; Veloso, Bruno; Novais, Paulo (International Journal of Interactive Multimedia and Artificial Intelligence, 09/2023)
      Human nature is inherently intertwined with violence, impacting the lives of numerous individuals. Various forms of violence pervade our society, with physical violence being the most prevalent in our daily lives. The study ...
    • “Wrapping” X3DOM around Web Audio API 

      Stamoulias, Andreas; Lakka, Eftychia; Malamos, Athanasios (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2015)
      Spatial sound has a conceptual role in the Web3D environments, due to highly realism scenes that can provide. Lately the efforts are concentrated on the extension of the X3D/ X3DOM through spatial sound attributes. This ...