Пошук академічних текстів

Інформація × Реєстраційний номер 2119U006535, Матеріали видань та локальних репозитаріїв Категорія Препринт Назва роботи Music Generation Powered by Artificial Intelligence Автор Shyshkin OlehShyshkin Oleh Дата публікації 01-01-2019 Постачальник інформації Український католицький університет Першоджерело https://hdl.handle.net/20.500.14570/1337 Видання Опис Music is an essential part of human life in our days. Despite a long history of the phenomena people still explore it and expand the new horizons. For the last ten years quality of computer-generated music significantly improved. State of the art machine learning models like PerformanceRNN can perform music close to a human level. However, it is hard to deal with a generation of long-term music for the systems. In work, we apply a TCN model to a generation music task and evaluate the quality of the music. We show that the models have a significantly better performance than a baseline model for a long-term music generation task. However, it has own weak points in musicality and time generation. We also discuss possible options to resolve the issues. Додано в НРАТ 2025-11-05 Закрити