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Regotron: Regularizing the Tacotron2 architecture via monotonic alignment loss



Efthymios Georgiou , Kosmas Kritsis , Georgios Paraskevopoulos , Athanasios Katsamanis , Vassilis Katsouros , Alexandros Potamianos

* Submitted at InterSpeech 2022 

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MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis



Georgios Paraskevopoulos , Efthymios Georgiou , Alexandros Potamianos

* Accepted, ICASSP 2022 

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EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments



Emmanouil Zaranis , Georgios Paraskevopoulos , Athanasios Katsamanis , Alexandros Potamianos


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ADMM-DAD net: a deep unfolding network for analysis compressed sensing



Vasiliki Kouni , Georgios Paraskevopoulos , Holger Rauhut , George C. Alexandropoulos


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UDALM: Unsupervised Domain Adaptation through Language Modeling



Constantinos Karouzos , Georgios Paraskevopoulos , Alexandros Potamianos

* Accepted for publication in 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) 

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Unsupervised low-rank representations for speech emotion recognition



Georgios Paraskevopoulos , Efthymios Tzinis , Nikolaos Ellinas , Theodoros Giannakopoulos , Alexandros Potamianos

* Published at Interspeech 2019 https://www.isca-speech.org/archive/Interspeech_2019/abstracts/2769.html 

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Multiresolution and Multimodal Speech Recognition with Transformers



Georgios Paraskevopoulos , Srinivas Parthasarathy , Aparna Khare , Shiva Sundaram

* Accepted for ACL 2020 

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Integrating Recurrence Dynamics for Speech Emotion Recognition



Efthymios Tzinis , Georgios Paraskevopoulos , Christos Baziotis , Alexandros Potamianos

* Proc. Interspeech 2018, pp. 927-931 

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Pattern Search Multidimensional Scaling



Georgios Paraskevopoulos , Efthymios Tzinis , Emmanuel-Vasileios Vlatakis-Gkaragkounis , Alexandros Potamianos

* 36 pages, Under review for JMLR 

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NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs



Christos Baziotis , Nikos Athanasiou , Pinelopi Papalampidi , Athanasia Kolovou , Georgios Paraskevopoulos , Nikolaos Ellinas , Alexandros Potamianos

* SemEval-2018, Task 3 "Irony detection in English tweets" 

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