Listar por tema 

Listar por tema "data augmentation"

Mostrando ítems 1-4 de 4

    • Deep Transfer Learning-Based Automated Identification of Bird Song 

      Das, Nabanita; Padhy, Neelamadhab; Dey, Nilanjan; Bhattacharya, Sudipta; Tavares, Joao Manuel R. S. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 12/2023)
      Bird species identification is becoming increasingly crucial for avian biodiversity conservation and assisting ornithologists in quantifying the presence of birds in a given area. Convolutional Neural Networks (CNNs) are ...

    • Edge Face Recognition System Based on One-Shot Augmented Learning 

      Jiménez-Bravo, Diego M.; Lozano Murciego, Álvaro; Sales, A.; Augusto Silva, Luis; De La Iglesia, Daniel H. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2022)
      There is growing concern among users of computer systems about how their data is handled. In this sense, IT (Information Technology) professionals are not unaware of this problem and are looking for solutions to meet the ...

    • End-to-end neural automatic speech recognition system for low resource languages 

      Dhahbi, Sami; Saleem, Nasir; Bourouis, Sami; Mouhebeddine, Berrima; Verdú, Elena (Egyptian Informatics Journal, 2025)
      The rising popularity of end-to-end (E2E) automatic speech recognition (ASR) systems can be attributed to their ability to learn complex speech patterns directly from raw data, eliminating the need for intricate feature ...

    • 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 ...