{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T22:04:02Z","timestamp":1757628242203,"version":"3.44.0"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031983597"},{"type":"electronic","value":"9783031983603"}],"license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"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\/978-3-031-98360-3_28","type":"book-chapter","created":{"date-parts":[[2025,8,31]],"date-time":"2025-08-31T17:41:25Z","timestamp":1756662085000},"page":"380-391","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Speech Emotion Detection for Tamil Language: Performance Evaluation of Deep Learning Models"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8689-9138","authenticated-orcid":false,"given":"R.","family":"Rajadevi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6313-5952","authenticated-orcid":false,"given":"R. S.","family":"Latha","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0485-2342","authenticated-orcid":false,"given":"E. M.","family":"Roopa Devi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8161-7376","authenticated-orcid":false,"given":"K.","family":"Logeswaran","sequence":"additional","affiliation":[]},{"given":"S.","family":"Thanush","sequence":"additional","affiliation":[]},{"given":"S.","family":"Karthickeyan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,9,1]]},"reference":[{"key":"28_CR1","doi-asserted-by":"crossref","unstructured":"Fernandes, B., Mannepalli, K.: Speech emotion recognition using deep learning LSTM for tamil language. Pertanika J. Sci. Technol. 29.3 (2021)","DOI":"10.47836\/pjst.29.3.33"},{"key":"28_CR2","doi-asserted-by":"publisher","unstructured":"Shyry, S.P., Christy, A., Bevish Jinila, Y.: Speech emotion recognition of tamil language: an implementation with linear and nonlinear feature. In: Proceedings of the 3rd International Conference on Communication, Devices and Computing: ICCDC 2021, vol. 851. Springer Nature (2022). https:\/\/doi.org\/10.1007\/978-981-16-9154-6","DOI":"10.1007\/978-981-16-9154-6"},{"key":"28_CR3","doi-asserted-by":"publisher","unstructured":"Srikanth, M., Pravena, D., Govind, D.: Tamil speech emotion recognition using deep belief network (DBN). In: Thampi, S., Krishnan, S., Corchado Rodriguez, J., Das, S., Wozniak, M., Al-Jumeily, D. (eds.) Advances in Signal Processing and Intelligent Recognition Systems. SIRS 2017. AISC, vol. 678. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-67934-1_29","DOI":"10.1007\/978-3-319-67934-1_29"},{"key":"28_CR4","doi-asserted-by":"publisher","unstructured":"Vasantharajan, C., et al.: TamilEmo: fine-grained emotion detection dataset for tamil. In: International Conference on Speech and Language Technologies for Low-resource Languages. Cham: Springer International Publishing (2022). https:\/\/doi.org\/10.1007\/978-3-031-33231-9_3","DOI":"10.1007\/978-3-031-33231-9_3"},{"key":"28_CR5","unstructured":"Mohan, J., Mekapati, S.R., Chakravarthi, B.R.: A multimodal approach for hate and offensive content detection in tamil: from corpus creation to model development. ACM Trans. Asian Low-Resource Lang. Inform. Process. (2023)"},{"key":"28_CR6","doi-asserted-by":"crossref","unstructured":"Rajendran, S., et al.: Language dialect based speech emotion recognition through deep learning techniques. Int. J. Speech Technol. 24, 625\u2013635 (2021)","DOI":"10.1007\/s10772-021-09838-8"},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Gong, P., et al.: A multi-level circulant cross-modal transformer for multimodal speech emotion recognition. Comput. Mater. Continua 74.2 (2023)","DOI":"10.32604\/cmc.2023.028291"},{"key":"28_CR8","unstructured":"Mirishkar, S.G.: Towards building an automatic speech recognition systems in indian context using deep learning. Diss. International Institute of Information Technology, Hyderabad (2023)"},{"key":"28_CR9","doi-asserted-by":"crossref","unstructured":"Khurana, Y., et al.: RobinNet: a multimodal speech emotion recognition system with speaker recognition for social interactions. IEEE Trans. Comput. Soc. Syst. 11.1, 478\u2013487 (2022)","DOI":"10.1109\/TCSS.2022.3228649"},{"key":"28_CR10","doi-asserted-by":"crossref","unstructured":"Vidhya, R., et al.: Speech emotion recognition using deep learning. In: International Conference on Robotics, Control, Automation and Artificial Intelligence. Singapore: Springer Nature Singapore (2023)","DOI":"10.1007\/978-981-97-4650-7_35"},{"key":"28_CR11","unstructured":"Priya, B., Kumar, A.: Study of various Approaches used for Speech Recognition"},{"key":"28_CR12","unstructured":"Baklouti, I., Ahmed, O.B., Fernandez-Maloigne, C.: Cross-lingual low-resources speech emotion recognition with domain adaptive transfer learning"},{"issue":"19","key":"28_CR13","doi-asserted-by":"publisher","first-page":"29307","DOI":"10.1007\/s11042-023-14656-y","volume":"82","author":"K Kaur","year":"2023","unstructured":"Kaur, K., Singh, P.: Trends in speech emotion recognition: a comprehensive survey. Multimedia Tools Appl. 82(19), 29307\u201329351 (2023)","journal-title":"Multimedia Tools Appl."},{"key":"28_CR14","doi-asserted-by":"crossref","unstructured":"Alhussein, G., et al.: Speech emotion recognition in conversations using artificial intelligence: a systematic review and meta-analysis (2023)","DOI":"10.21203\/rs.3.rs-3374582\/v1"},{"key":"28_CR15","doi-asserted-by":"crossref","unstructured":"Hu, J., et al.: The acoustically emotion-aware conversational agent with speech emotion recognition and empathetic responses. IEEE Trans. Affect. Comput. 14.1, 17\u201330 (2022)","DOI":"10.1109\/TAFFC.2022.3205919"},{"key":"28_CR16","unstructured":"Vocal remover and isolation AI. https:\/\/vocalremover.org"}],"container-title":["IFIP Advances in Information and Communication Technology","Computational Intelligence in Data Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-98360-3_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T06:09:56Z","timestamp":1757484596000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-98360-3_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,1]]},"ISBN":["9783031983597","9783031983603"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-98360-3_28","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2025,9,1]]},"assertion":[{"value":"1 September 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Intelligence in Data Science","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chennai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","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":"12 February 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 February 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccids2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iccids.in\/ICCIDS2025\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}