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Research

Publications: Mr Morteza Rohanian

Nasreen S, Rohanian M, Hough J, Purver M ( 2021 ) . Alzheimer’s Dementia Recognition From Spontaneous Speech Using Disfluency and Interactional Features . Frontiers in Computer Science vol. 3 , 640669 - 640669 .
Rohanian M, Hough J, Purver M ( 2021 ) . Alzheimer's dementia recognition using acoustic, lexical, disfluency and speech pause features robust to noisy inputs . Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH . vol. 6 , 4191 - 4195 .
Rohanian M, Hough J ( 2021 ) . Best of both worlds: Making high accuracy non-incremental transformer-based disfluency detection incremental . ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference . 3693 - 3703 .
Rohanian M, Hough J ( 2020 ) . Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning . Proceedings of the 28th International Conference on Computational Linguistics . Conference: The 28th International Conference on Computational Linguistics from: 11/12/2020 to: 08/12/2020 , 497 - 507 .
Rohanian M, Hough J, Purver M ( 2020 ) . Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech . Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH . Conference: Annual Conference of the International Speech Communication Association, INTERSPEECH from: 29/10/2020 to: 25/10/2020 , vol. 2020-October , 2187 - 2191 .
Rohanian M, Hough J, Purver M ( 2019 ) . Detecting depression with word-level multimodal fusion . Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH . Conference: 20th Annual Conference of the International Speech Communication Association - INTERSPEECH ( Graz, Austria ) vol. 2019-September , 1443 - 1447 .