Image to Music: Cross-Modal Melody Generation Through Image Captioning

Kaplan, Alper

Advances in machine learning in recent years have also been seen in computationally creative systems. Interest in machine-generated artifacts paved a way for creative models to evolve as such. But the earlier methods mostly explored a one domain approach and cross-modal learning has stayed relatively unexplored. Thus, the direct mapping between modalities for cross-modal creative models is not fully explored. This work proposes a novel methodology for generating symbolic music through images by directly mapping their features. A CNN encoder and deep stacked LSTM decoder are the base models as ...Daha fazlası

Preprint 2023 Yeditepe University Academic and Open Access Information System 78 Görüntülenme

Erişime Açık

Effect of artificial intelligence in social media content creation

Zapen, Sufian Bassam Mohammad

The main purpose of this thesis is to develop a deeper understanding and to gain deeper knowledge about the role of artificial intelligence in social media content creation. In order to make it precise, we have formulated two underlying questions: How much creativity does artificial intelligence really possess? And what is the role of artificial intelligence in content creation? For these questions we have chosen online questionnaire for data collection. Data were gathered from respondents from different countries between November 9, 2022, and October 3, 2023. We have used descriptive and infe ...Daha fazlası

Preprint 2024 Yeditepe University Academic and Open Access Information System 29 Görüntülenme