TY - GEN
T1 - MusicNet
T2 - 6th IEEE International Symposium on the Internet of Sounds, IS2 2025
AU - Gonzalez, Valentina Rozo
AU - Cubillos, Paula Valentina Lopez
AU - Ramirez-Espinosa, Gustavo
AU - Paez-Mendez, Rafael
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025/10/29
Y1 - 2025/10/29
N2 - This paper presents MusicNet, a browser-based multiplayer platform designed for real-time piano training over the Internet. The system integrates gamification, real-time pitch detection, and an AI-based model for packet loss concealment (PAR-Cnet). Through WebRTC peer-to-peer communication, MusicNet enables users to play, receive visual feedback, and synchronize gameplay across diverse network variations. Our solution ensures interactivity and musical precision by implementing adaptive buffering, packet reconstruction, and latency handling. Results demonstrate improved usability, stability, and learning experience across real-time conditions, with high acceptance observed among users from varied age groups and musical backgrounds during multi-session evaluations.
AB - This paper presents MusicNet, a browser-based multiplayer platform designed for real-time piano training over the Internet. The system integrates gamification, real-time pitch detection, and an AI-based model for packet loss concealment (PAR-Cnet). Through WebRTC peer-to-peer communication, MusicNet enables users to play, receive visual feedback, and synchronize gameplay across diverse network variations. Our solution ensures interactivity and musical precision by implementing adaptive buffering, packet reconstruction, and latency handling. Results demonstrate improved usability, stability, and learning experience across real-time conditions, with high acceptance observed among users from varied age groups and musical backgrounds during multi-session evaluations.
KW - AI in audio
KW - Real-time systems
KW - WebRTC
KW - multiplayer applications
KW - music education
KW - packet loss concealment
UR - http://dx.doi.org/10.1109/is264627.2025.11284583
UR - https://www.mendeley.com/catalogue/0ec4f84c-9416-359f-8463-9bb94cb3bd73/
UR - https://www.scopus.com/pages/publications/105031774376
U2 - 10.1109/is264627.2025.11284583
DO - 10.1109/is264627.2025.11284583
M3 - Conference contribution
T3 - 2025 IEEE 6th International Symposium on the Internet of Sounds, IS2 2025
BT - 2025 IEEE 6th International Symposium on the Internet of Sounds, IS2 2025
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 29 October 2025 through 31 October 2025
ER -