Kurum Yazarı "Kaya, Heysem" Çorlu Mühendislik Fakültesi Koleksiyonu İçin Listeleme
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Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines
Kaya, Heysem; Karpov, Alexey A.; Salah, Albert Ali (Springer International Publishing Ag, 2016)One of the challenges in speech emotion recognition is robust and speaker-independent emotion recognition. In this paper, we take a cascaded normalization approach, combining linear speaker level, non-linear value level ... -
The Turkish Audio-Visual Bipolar Disorder Corpus
Ciftci, Elvan; Kaya, Heysem; Güleç, Hüseyin; Salah, Albert Ali (IEEE, 2018)This paper introduces a new audio-visual Bipolar Disorder (BD) corpus for the affective computing and psychiatric communities. The corpus is annotated for BD state, as well as Young Mania Rating Scale (YMRS) by psychiatrists. ... -
Video-based emotion recognition in the wild
Salah, Albert Ali; Kaya, Heysem; Gürpınar, Furkan (Academic Press Ltd-Elsevier Science Ltd, 2019)[No Abstract Available] -
Video-based emotion recognition in the wild using deep transfer learning and score fusion
Kaya, Heysem; Gürpınar, Furkan; Salah, Albert Ali (Elsevier, 2017)Multimodal recognition of affective states is a difficult problem, unless the recording conditions are carefully controlled. For recognition in the wild, large variances in face pose and illumination, cluttered backgrounds, ...