{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T04:27:57Z","timestamp":1743049677837,"version":"3.40.3"},"publisher-location":"Cham","reference-count":33,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031781940"},{"type":"electronic","value":"9783031781957"}],"license":[{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-78195-7_27","type":"book-chapter","created":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T11:12:09Z","timestamp":1733137929000},"page":"402-413","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Identifying Alzheimer\u2019s Disease Across Cognitive Impairment Spectrum Using Acoustic Features Only"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-1580-5851","authenticated-orcid":false,"given":"Hyo Jin","family":"Jon","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0002-9495-4069","authenticated-orcid":false,"given":"Hyuntaek","family":"Jung","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0009-8664-0124","authenticated-orcid":false,"given":"Longbin","family":"Jin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6944-5863","authenticated-orcid":false,"given":"Eun Yi","family":"Kim","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,12,3]]},"reference":[{"key":"27_CR1","doi-asserted-by":"crossref","unstructured":"Abdelrahman, A.A., Hempel, T., Khalifa, A., Al-Hamadi, A., Dinges, L.: L2CS-Net : Fine-Grained Gaze Estimation in Unconstrained Environments. In: 2023 8th International Conference on Frontiers of Signal Processing (ICFSP). pp. 98\u2013102 (2023)","DOI":"10.1109\/ICFSP59764.2023.10372944"},{"key":"27_CR2","doi-asserted-by":"publisher","unstructured":"Agbavor, F., Liang, H.: Predicting dementia from spontaneous speech using large language models. PLOS Digital Health 1(12), 1\u201314 (12 2022). https:\/\/doi.org\/10.1371\/journal.pdig.0000168, https:\/\/doi.org\/10.1371\/journal.pdig.0000168","DOI":"10.1371\/journal.pdig.0000168"},{"key":"27_CR3","unstructured":"Baevski, A., Zhou, Y., Mohamed, A., Auli, M.: wav2vec 2.0: A framework for self-supervised learning of speech representations. In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H. (eds.) Advances in Neural Information Processing Systems. vol.\u00a033, pp. 12449\u201312460. Curran Associates, Inc. (2020)"},{"issue":"5","key":"27_CR4","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1007\/s12603-012-0026-z","volume":"16","author":"J Belmin","year":"2012","unstructured":"Belmin, J., Min, L., Roth, C., Reuben, D., Wenger, N.: Assessment and management of patients with cognitive impairment and dementia in primary care. J. Nutr. Health Aging 16(5), 462\u2013467 (2012)","journal-title":"J. Nutr. Health Aging"},{"key":"27_CR5","doi-asserted-by":"crossref","unstructured":"Cummins, N., Pan, Y., Ren, Z., Fritsch, J., Nallanthighal, V.S., Christensen, H., Blackburn, D., Schuller, B.W., Magimai-Doss, M., Strik, H., H\u00e4rm\u00e4, A.: A Comparison of Acoustic and Linguistics Methodologies for Alzheimer\u2019s Dementia Recognition. In: Proc. Interspeech 2020. pp. 2182\u20132186 (2020)","DOI":"10.21437\/Interspeech.2020-2635"},{"issue":"4","key":"27_CR6","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1109\/TASL.2010.2064307","volume":"19","author":"N Dehak","year":"2011","unstructured":"Dehak, N., Kenny, P.J., Dehak, R., Dumouchel, P., Ouellet, P.: Front-end factor analysis for speaker verification. IEEE Trans. Audio Speech Lang. Process. 19(4), 788\u2013798 (2011). https:\/\/doi.org\/10.1109\/TASL.2010.2064307","journal-title":"IEEE Trans. Audio Speech Lang. Process."},{"key":"27_CR7","doi-asserted-by":"crossref","unstructured":"Farzana, S., Parde, N.: Exploring MMSE Score Prediction Using Verbal and Non-Verbal Cues. In: Proc. Interspeech 2020. pp. 2207\u20132211 (2020)","DOI":"10.21437\/Interspeech.2020-3085"},{"key":"27_CR8","doi-asserted-by":"crossref","unstructured":"Folstein, M.F., Folstein, S.E., McHugh, P.R.: \u201cmini-mental state\u201d: A practical method for grading the cognitive state of patients for the clinician. J. Psychiatr. Res. 12(3), 189\u2013198 (1975)","DOI":"10.1016\/0022-3956(75)90026-6"},{"key":"27_CR9","unstructured":"Goodglass, H., Kaplan, E.: Boston diagnostic aphasia examination booklet. Lea & Febiger (1983)"},{"key":"27_CR10","unstructured":"Harnish, S.M.: Anomia and Anomic Aphasia: Implications for Lexical Processing. In: The Oxford Handbook of Aphasia and Language Disorders. Oxford University Press (2018)"},{"key":"27_CR11","doi-asserted-by":"crossref","unstructured":"Hershey, S., Chaudhuri, S., Ellis, D.P.W., Gemmeke, J.F., Jansen, A., Moore, R.C., Plakal, M., Platt, D., Saurous, R.A., Seybold, B., Slaney, M., Weiss, R.J., Wilson, K.: Cnn architectures for large-scale audio classification. In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 131\u2013135 (2017)","DOI":"10.1109\/ICASSP.2017.7952132"},{"key":"27_CR12","doi-asserted-by":"crossref","unstructured":"Hu, J., Shen, L., Sun, G.: Squeeze-and-excitation networks. In: 2018 IEEE\/CVF Conference on Computer Vision and Pattern Recognition. pp. 7132\u20137141 (2018)","DOI":"10.1109\/CVPR.2018.00745"},{"key":"27_CR13","doi-asserted-by":"crossref","unstructured":"Jin, L., Oh, Y., Kim, H., Jung, H., Jon, H.J., Shin, J.E., Kim, E.Y.: Consen: Complementary and simultaneous ensemble for alzheimer\u2019s disease detection and mmse score prediction. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp.\u00a01\u20132 (2023)","DOI":"10.1109\/ICASSP49357.2023.10096253"},{"key":"27_CR14","doi-asserted-by":"crossref","unstructured":"Koo, J., Lee, J.H., Pyo, J., Jo, Y., Lee, K.: Exploiting Multi-Modal Features from Pre-Trained Networks for Alzheimer\u2019s Dementia Recognition. In: Proc. Interspeech 2020. pp. 2217\u20132221 (2020)","DOI":"10.21437\/Interspeech.2020-3153"},{"issue":"9","key":"27_CR15","doi-asserted-by":"publisher","first-page":"1061","DOI":"10.1016\/0895-4356(94)90122-8","volume":"47","author":"W Kukull","year":"1994","unstructured":"Kukull, W., Larson, E., Teri, L., Bowen, J., McCormick, W., Pfanschmidt, M.: The mini-mental state examination score and the clinical diagnosis of dementia. J. Clin. Epidemiol. 47(9), 1061\u20131067 (1994)","journal-title":"J. Clin. Epidemiol."},{"key":"27_CR16","doi-asserted-by":"publisher","unstructured":"Luz, S., Garcia, S.d.l.F., Haider, F., Fromm, D., MacWhinney, B., Lanzi, A., Chang, Y.N., Chou, C.J., Liu, Y.C.: Connected speech-based cognitive assessment in chinese and english (2024). https:\/\/doi.org\/10.48550\/ARXIV.2404.nnnnn, final DOI to be assigned","DOI":"10.48550\/ARXIV.2404.nnnnn"},{"key":"27_CR17","doi-asserted-by":"crossref","unstructured":"Luz, S., Haider, F., Fromm, D., Lazarou, I., Kompatsiaris, I., MacWhinney, B.: Multilingual alzheimer\u2019s dementia recognition through spontaneous speech: A signal processing grand challenge. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp.\u00a01\u20132 (2023)","DOI":"10.1109\/ICASSP49357.2023.10433923"},{"key":"27_CR18","doi-asserted-by":"crossref","unstructured":"Luz, S., Haider, F., de\u00a0la Fuente, S., Fromm, D., MacWhinney, B.: Alzheimer\u2019s Dementia Recognition Through Spontaneous Speech: The ADReSS Challenge. In: Proc. Interspeech 2020. pp. 2172\u20132176 (2020)","DOI":"10.21437\/Interspeech.2020-2571"},{"key":"27_CR19","doi-asserted-by":"crossref","unstructured":"Luz, S., Haider, F., de\u00a0la Fuente, S., Fromm, D., MacWhinney, B.: Detecting Cognitive Decline Using Speech Only: The ADReSSo Challenge. In: Proc. Interspeech 2021. pp. 3780\u20133784 (2021)","DOI":"10.21437\/Interspeech.2021-1220"},{"key":"27_CR20","doi-asserted-by":"crossref","unstructured":"Mei, K., Ding, X., Liu, Y., Guo, Z., Xu, F., Li, X., Naren, T., Yuan, J., Ling, Z.: The ustc system for adress-m challenge. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp.\u00a01\u20132 (2023)","DOI":"10.1109\/ICASSP49357.2023.10094714"},{"key":"27_CR21","doi-asserted-by":"publisher","unstructured":"Mirheidari, B., Blackburn, D., Christensen, H.: Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores. In: Proc. Interspeech 2022. pp. 2463\u20132467 (2022). https:\/\/doi.org\/10.21437\/Interspeech.2022-10205","DOI":"10.21437\/Interspeech.2022-10205"},{"key":"27_CR22","doi-asserted-by":"crossref","unstructured":"Pappagari, R., Cho, J., Joshi, S., Moro-Vel\u00e1zquez, L., \u017belasko, P., Villalba, J., Dehak, N.: Automatic Detection and Assessment of Alzheimer Disease Using Speech and Language Technologies in Low-Resource Scenarios. In: Proc. Interspeech 2021. pp. 3825\u20133829 (2021)","DOI":"10.21437\/Interspeech.2021-1850"},{"key":"27_CR23","doi-asserted-by":"crossref","unstructured":"P\u00e9rez-Toro, P., Bayerl, S., Arias-Vergara, T., V\u00e1squez-Correa, J., Klumpp, P., Schuster, M., N\u00f6th, E., Orozco-Arroyave, J., Riedhammer, K.: Influence of the Interviewer on the Automatic Assessment of Alzheimer\u2019s Disease in the Context of the ADReSSo Challenge. In: Proc. Interspeech 2021. pp. 3785\u20133789 (2021)","DOI":"10.21437\/Interspeech.2021-1589"},{"key":"27_CR24","doi-asserted-by":"crossref","unstructured":"Rohanian, M., Hough, J., Purver, M.: Multi-Modal Fusion with Gating Using Audio, Lexical and Disfluency Features for Alzheimer\u2019s Dementia Recognition from Spontaneous Speech. In: Proc. Interspeech 2020. pp. 2187\u20132191 (2020)","DOI":"10.21437\/Interspeech.2020-2721"},{"key":"27_CR25","doi-asserted-by":"crossref","unstructured":"Rohanian, M., Hough, J., Purver, M.: Alzheimer\u2019s Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs. In: Proc. Interspeech 2021. pp. 3820\u20133824 (2021)","DOI":"10.21437\/Interspeech.2021-1633"},{"issue":"4","key":"27_CR26","doi-asserted-by":"publisher","first-page":"744","DOI":"10.1016\/j.neurobiolaging.2010.05.020","volume":"33","author":"JD Rohrer","year":"2012","unstructured":"Rohrer, J.D., Rossor, M.N., Warren, J.D.: Alzheimer\u2019s pathology in primary progressive aphasia. Neurobiol. Aging 33(4), 744\u2013752 (2012)","journal-title":"Neurobiol. Aging"},{"key":"27_CR27","unstructured":"Shah, U., Aryal, S.K.: Experimenting with multimodal autoML: Detection and evaluation of alzheimer\u2019s disease (2023), https:\/\/openreview.net\/forum?id=nSqrgBKBGkv"},{"key":"27_CR28","doi-asserted-by":"crossref","unstructured":"Shah, Z., Qi, S.A., Wang, F., Farrokh, M., Tasnim, M., Stroulia, E., Greiner, R., Plitsis, M., Katsamanis, A.: Exploring language-agnostic speech representations using domain knowledge for detecting alzheimer\u2019s dementia. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp.\u00a01\u20132 (2023)","DOI":"10.1109\/ICASSP49357.2023.10095593"},{"key":"27_CR29","doi-asserted-by":"publisher","unstructured":"Snyder, D., Garcia-Romero, D., Sell, G., Povey, D., Khudanpur, S.: X-vectors: Robust dnn embeddings for speaker recognition. In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp. 5329\u20135333 (2018). https:\/\/doi.org\/10.1109\/ICASSP.2018.8461375","DOI":"10.1109\/ICASSP.2018.8461375"},{"issue":"8","key":"27_CR30","first-page":"890","volume":"67","author":"CC Spering","year":"2012","unstructured":"Spering, C.C., Hobson, V., Lucas, J.A., Menon, C.V., Hall, J.R., O\u2019Bryant, S.E.: Diagnostic Accuracy of the MMSE in Detecting Probable and Possible Alzheimer\u2019s Disease in Ethnically Diverse Highly Educated Individuals: An Analysis of the NACC Database. The Journals of Gerontology: Series A 67(8), 890\u2013896 (2012)","journal-title":"The Journals of Gerontology: Series A"},{"key":"27_CR31","doi-asserted-by":"crossref","unstructured":"Syed, M.S.S., Syed, Z.S., Lech, M., Pirogova, E.: Automated Screening for Alzheimer\u2019s Dementia Through Spontaneous Speech. In: Proc. Interspeech 2020. pp. 2222\u20132226 (2020)","DOI":"10.21437\/Interspeech.2020-3158"},{"key":"27_CR32","doi-asserted-by":"crossref","unstructured":"Tamm, B., Vandenberghe, R., Van\u00a0Hamme, H.: Cross-lingual transfer learning for alzheimer\u2019s detection from spontaneous speech. In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). pp.\u00a01\u20132 (2023)","DOI":"10.1109\/ICASSP49357.2023.10096770"},{"key":"27_CR33","doi-asserted-by":"publisher","unstructured":"Zhu, Y., Obyat, A., Liang, X., Batsis, J.A., Roth, R.M.: Wavbert: Exploiting semantic and non-semantic speech using wav2vec and bert for dementia detection. In: Proc. Interspeech 2021. pp. 3790\u20133794 (2021). https:\/\/doi.org\/10.21437\/Interspeech.2021-332","DOI":"10.21437\/Interspeech.2021-332"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78195-7_27","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T12:07:54Z","timestamp":1733141274000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78195-7_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,3]]},"ISBN":["9783031781940","9783031781957"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78195-7_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024,12,3]]},"assertion":[{"value":"3 December 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICPR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Pattern Recognition","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kolkata","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":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icpr2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icpr2024.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}