{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T17:48:02Z","timestamp":1766512082876,"version":"3.48.0"},"publisher-location":"Singapore","reference-count":22,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819523818"},{"type":"electronic","value":"9789819523825"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-981-95-2382-5_62","type":"book-chapter","created":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T17:43:01Z","timestamp":1766511781000},"page":"698-705","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Multimodal Prediction of\u00a0Valence and\u00a0Arousal from\u00a0Speech for\u00a0Emotion-Aware Interaction Systems"],"prefix":"10.1007","author":[{"given":"Safal","family":"Dhungana","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1969-8395","authenticated-orcid":false,"given":"Maria","family":"Pinto-Bernal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5207-7745","authenticated-orcid":false,"given":"Tony","family":"Belpaeme","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2026,1,2]]},"reference":[{"key":"62_CR1","unstructured":"Baevski, A., Zhou, Y., Mohamed, A., Auli, M.: wav2vec 2.0: A framework for self-supervised learning of speech representations. In: Advances in Neural Information Processing Systems, vol. 33, pp. 12449\u201312460 (2020)"},{"key":"62_CR2","doi-asserted-by":"crossref","unstructured":"Burkhardt, F., Paeschke, A., Rolfes, M., Sendlmeier, W.F., Weiss, B.: A database of German emotional speech. In: Interspeech, pp. 1517\u20131520 (2005)","DOI":"10.21437\/Interspeech.2005-446"},{"key":"62_CR3","doi-asserted-by":"crossref","unstructured":"Cao, M., Zhu, Y., Gao, W., Li, M., Wang, S.: Various syncretic co-attention network for multimodal sentiment analysis. Concurr. Comput. Pract. Exp. 32 (2020)","DOI":"10.1002\/cpe.5954"},{"key":"62_CR4","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1007\/s43154-020-00009-2","volume":"1","author":"CA Cifuentes","year":"2020","unstructured":"Cifuentes, C.A., Pinto, M.J., C\u00e9spedes, N., M\u00fanera, M.: Social robots in therapy and care. Curr. Robot. Rep. 1, 59\u201374 (2020)","journal-title":"Curr. Robot. Rep."},{"key":"62_CR5","unstructured":"Costantini, G., Iaderola, I., Paoloni, A., Todisco, M.: Emovo corpus: an Italian emotional speech database. In: Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC\u201914), pp. 3501\u20133504 (2014). https:\/\/aclanthology.org\/L14-1478\/"},{"issue":"3\u20134","key":"62_CR6","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1080\/02699939208411068","volume":"6","author":"P Ekman","year":"1992","unstructured":"Ekman, P.: An argument for basic emotions. Cogn. Emot. 6(3\u20134), 169\u2013200 (1992). https:\/\/doi.org\/10.1080\/02699939208411068","journal-title":"Cogn. Emot."},{"key":"62_CR7","doi-asserted-by":"crossref","unstructured":"Goodrich, M.A., Schultz, A.C.: Human-robot interaction: a survey. Found. Trends\u00ae Hum.-Comput. Interact. 1, 203\u2013275 (2007)","DOI":"10.1561\/1100000005"},{"key":"62_CR8","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1177\/1754073910380974","volume":"3","author":"J Gross","year":"2011","unstructured":"Gross, J., Barrett, L.: Emotion generation and emotion regulation: one or two depends on your point of view. Emot. Rev. 3, 8\u201316 (2011)","journal-title":"Emot. Rev."},{"issue":"4","key":"62_CR9","first-page":"987","volume":"58","author":"R Kumar","year":"2017","unstructured":"Kumar, R., Wang, M.: Cultural nuances in sentiment analysis: the impact of linguistic and cultural diversity. J. Artif. Intell. Res. 58(4), 987\u20131004 (2017)","journal-title":"J. Artif. Intell. Res."},{"key":"62_CR10","unstructured":"Li, Y., Su, H., Shen, X., Li, W., Cao, Z., Niu, S.: Dailydialog: a manually labelled multi-turn dialogue dataset. In: Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pp. 986\u2013995. Asian Federation of Natural Language Processing, Taipei, Taiwan (2017). https:\/\/aclanthology.org\/I17-1099\/"},{"key":"62_CR11","doi-asserted-by":"crossref","unstructured":"Lin, L.I.K.: A concordance correlation coefficient to evaluate reproducibility. Biometrics, pp. 255\u2013268 (1989)","DOI":"10.2307\/2532051"},{"key":"62_CR12","doi-asserted-by":"publisher","first-page":"16360","DOI":"10.3390\/ijerph192316360","volume":"19","author":"B Liu","year":"2022","unstructured":"Liu, B., Yang, T., Xie, W.: Emotional regulation self-efficacy influences moral decision making: a non-cooperative game study of the new generation of employees. Int. J. Environ. Res. Publ. Health 19, 16360 (2022)","journal-title":"Int. J. Environ. Res. Publ. Health"},{"key":"62_CR13","doi-asserted-by":"crossref","unstructured":"Livingstone, S.R., Russo, F.A.: The Ryerson audio-visual database of emotional speech and song (ravdess): a dynamic, multimodal set of facial and vocal expressions in North American English. PloS ONE 13(5), e0196391 (2018). https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0196391","DOI":"10.1371\/journal.pone.0196391"},{"key":"62_CR14","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1007\/s13670-020-00314-w","volume":"9","author":"G Mois","year":"2020","unstructured":"Mois, G., Beer, J.M.: The role of healthcare robotics in providing support to older adults: a socio-ecological perspective. Curr. Geriatr. Rep. 9, 82\u201389 (2020)","journal-title":"Curr. Geriatr. Rep."},{"key":"62_CR15","unstructured":"numediart: The emotional voices database (2018). https:\/\/github.com\/numediart\/EmoV-DB"},{"key":"62_CR16","doi-asserted-by":"crossref","unstructured":"Pereira, A., et al.: Multimodal user enjoyment detection in human-robot conversation: the power of large language models. In: Proceedings of the 26th International Conference on Multimodal Interaction, pp. 469\u2013478 (2024)","DOI":"10.1145\/3678957.3685729"},{"issue":"27","key":"62_CR17","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1016\/j.ifacol.2019.12.696","volume":"52","author":"A Rozanska","year":"2019","unstructured":"Rozanska, A., Podpora, M.: Multimodal sentiment analysis applied to interaction between patients and a humanoid robot pepper. IFAC-PapersOnLine 52(27), 411\u2013414 (2019)","journal-title":"IFAC-PapersOnLine"},{"issue":"6","key":"62_CR18","doi-asserted-by":"publisher","first-page":"1161","DOI":"10.1037\/h0077714","volume":"39","author":"JA Russell","year":"1980","unstructured":"Russell, J.A.: A circumplex model of affect. J. Pers. Soc. Psychol. 39(6), 1161 (1980)","journal-title":"J. Pers. Soc. Psychol."},{"key":"62_CR19","doi-asserted-by":"crossref","unstructured":"Salazar, C., Montoya-M\u00fanera, E., Aguilar, J.: Analysis of different affective state multimodal recognition approaches with missing data-oriented to virtual learning environments. Heliyon 7(6) (2021)","DOI":"10.1016\/j.heliyon.2021.e07253"},{"issue":"11","key":"62_CR20","doi-asserted-by":"publisher","first-page":"1761","DOI":"10.3390\/electronics9111761","volume":"9","author":"M Szab\u00f3ov\u00e1","year":"2020","unstructured":"Szab\u00f3ov\u00e1, M., Sarnovsk\u1ef3, M., Maslej Kre\u0161\u0148\u00e1kov\u00e1, V., Machov\u00e1, K.: Emotion analysis in human-robot interaction. Electronics 9(11), 1761 (2020)","journal-title":"Electronics"},{"key":"62_CR21","doi-asserted-by":"publisher","first-page":"1966","DOI":"10.3389\/fpsyg.2018.01966","volume":"9","author":"Y Tsalamlal","year":"2018","unstructured":"Tsalamlal, Y., Amorim, M.A., Martin, J.C., Ammi, M.: Modeling emotional valence integration from voice and touch. Front. Psychol. 9, 1966 (2018)","journal-title":"Front. Psychol."},{"key":"62_CR22","doi-asserted-by":"crossref","unstructured":"Wang, L., Wang, L.: A case study of Chinese sentiment analysis on social media reviews based on LSTM. arXiv preprint arXiv:2210.17452 (2022)","DOI":"10.1051\/shsconf\/202315704012"}],"container-title":["Lecture Notes in Computer Science","Social Robotics + AI"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-95-2382-5_62","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T17:43:04Z","timestamp":1766511784000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-95-2382-5_62"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9789819523818","9789819523825"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-981-95-2382-5_62","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"2 January 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICSR+AI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Social Robotics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Naples","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"socrob2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icsr2025.eu\/icsr-2025-about\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}