Ιδρυματικό Αποθετήριο
Πολυτεχνείο Κρήτης
Πολυτεχνείο Κρήτης
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| URI | http://purl.tuc.gr/dl/dias/E6FE8E29-4C35-40AC-9C45-B2C7297F298F | - |
| Αναγνωριστικό | http://kth.diva-portal.org/smash/record.jsf?aq2=%5B%5B%5D%5D&c=146&af=%5B%5D&searchType=LIST_LATEST&query=&language=no&pid=diva2%3A1083717&aq=%5B%5B%5D%5D&sf=all&aqe=%5B%5D&sortOrder=author_sort_asc&onlyFullText=false&noOfRows=50&dswid=-8451 | - |
| Γλώσσα | en | - |
| Μέγεθος | 7 pages | en |
| Τίτλος | The SpeDial datasets: datasets for spoken dialogue systems analytics | en |
| Δημιουργός | Lopes José David Aguas | en |
| Δημιουργός | Chorianopoulou Arodami | en |
| Δημιουργός | Χωριανοπουλου Αροδαμη | el |
| Δημιουργός | Palogiannidi Elisavet | en |
| Δημιουργός | Παλογιαννιδη Ελισαβετ | el |
| Δημιουργός | Moniz Helena | en |
| Δημιουργός | Abad Alberto | en |
| Δημιουργός | Iosif Ilias | en |
| Δημιουργός | Ιωσηφ Ηλιας | el |
| Δημιουργός | Potamianos Alexandros | en |
| Δημιουργός | Ποταμιανος Αλεξανδρος | el |
| Εκδότης | ELRA | en |
| Εκδότης | European Language Resources Association | en |
| Περίληψη | The SpeDial consortium is sharing two datasets that were used during the SpeDial project. By sharing them with the community we are providing a resource to reduce the duration of cycle of development of new Spoken Dialogue Systems (SDSs). The datasets include audios and several manual annotations, i.e., miscommunication, anger, satisfaction, repetition, gender and task success. The datasets were created with data from real users and cover two different languages: English and Greek. Detectors for miscommunication, anger and gender were trained for both systems. The detectors were particularly accurate in tasks where humans have high annotator agreement such as miscommunication and gender. As expected due to the subjectivity of the task, the anger detector had a less satisfactory performance. Nevertheless, we proved that the automatic detection of situations that can lead to problems in SDSs is possible and can be a promising direction to reduce the duration of SDS's development cycle. | en |
| Τύπος | Πλήρης Δημοσίευση σε Συνέδριο | el |
| Τύπος | Conference Full Paper | en |
| Άδεια Χρήσης | http://creativecommons.org/licenses/by/4.0/ | en |
| Ημερομηνία | 2018-11-16 | - |
| Ημερομηνία Δημοσίευσης | 2016 | - |
| Θεματική Κατηγορία | Emotions | en |
| Θεματική Κατηγορία | Multi-lingual data | en |
| Θεματική Κατηγορία | Sentiment analysis | en |
| Θεματική Κατηγορία | Spoken dialogue systems | en |
| Βιβλιογραφική Αναφορά | J. Lopes, A. Chorianopoulou, E. Palogiannidi, H. Moniz, A. Abad, K. Louka, E. Iosif and A. Potamianos, "The SpeDial datasets: datasets for spoken dialogue systems analytics," in 10th International Conference on Language Resources and Evaluation, 2016, pp. 104-110. | en |
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