2 citations · 2 across the 4 of their papers we have counts for
5 papers
Vocal Melody Construction for Persian Lyrics Using LSTM Recurrent Neural Networks
Farshad Jafari, Farzad Didehvar, Amin Gheibi
The present paper investigated automatic melody construction for Persian lyrics as an input. It was assumed that there is a phonological correlation between the lyric syllables and…
Reduced Jeffries-Matusita distance: A Novel Loss Function to Improve Generalization Performance of Deep Classification Models
Mohammad Lashkari, Amin Gheibi
The generalization performance of deep neural networks in classification tasks is a major concern in machine learning research. Despite widespread techniques used to diminish the o…
Lipschitzness Effect of a Loss Function on Generalization Performance of Deep Neural Networks Trained by Adam and AdamW Optimizers
Mohammad Lashkari, Amin Gheibi
The generalization performance of deep neural networks with regard to the optimization algorithm is one of the major concerns in machine learning. This performance can be affected…
PREDICT: Persian Reverse Dictionary
Arman Malekzadeh, Amin Gheibi, Ali Mohades
Finding the appropriate words to convey concepts (i.e., lexical access) is essential for effective communication. Reverse dictionaries fulfill this need by helping individuals to f…
Similarity of Polygonal Curves in the Presence of Outliers
Jean-Lou De Carufel, Amin Gheibi, Anil Maheshwari +2
The Fréchet distance is a well studied and commonly used measure to capture the similarity of polygonal curves. Unfortunately, it exhibits a high sensitivity to the presence of out…