{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:25:46Z","timestamp":1740122746333,"version":"3.37.3"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"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":["Int J Speech Technol"],"published-print":{"date-parts":[[2023,9]]},"DOI":"10.1007\/s10772-023-10046-9","type":"journal-article","created":{"date-parts":[[2023,10,11]],"date-time":"2023-10-11T19:48:35Z","timestamp":1697053715000},"page":"765-774","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Binary classifier for identification of stammering instances in Hindi speech data"],"prefix":"10.1007","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4416-3624","authenticated-orcid":false,"given":"Shivam","family":"Dwivedi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6119-9058","authenticated-orcid":false,"given":"Sanjukta","family":"Ghosh","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1675-4061","authenticated-orcid":false,"given":"Satyam","family":"Dwivedi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,10,11]]},"reference":[{"key":"10046_CR1","doi-asserted-by":"publisher","DOI":"10.1044\/jslhr.4003.567","author":"NG Ambrose","year":"1997","unstructured":"Ambrose, N. G., Cox, N. J., & Yairi, E. (1997). The genetic basis of persistence and recovery in stuttering. Journal of Speech, Language, and Hearing Research. https:\/\/doi.org\/10.1044\/jslhr.4003.567","journal-title":"Journal of Speech, Language, and Hearing Research."},{"key":"10046_CR2","doi-asserted-by":"publisher","unstructured":"Asadi, B., & Jiang, H. (2020). On approximation capabilities of ReLU activation and Softmax output layer in neural networks. arXiv Preprint. https:\/\/doi.org\/10.48550\/ARXIV.2002.04060","DOI":"10.48550\/ARXIV.2002.04060"},{"key":"10046_CR3","unstructured":"Audacity, T. (2017). Audacity. The name Audacity (R) is a registered trademark of Dominic Mazzoni. Retrieved from http:\/\/audacity.sourceforge.net"},{"key":"10046_CR4","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2022.3155295","author":"L Barrett","year":"2022","unstructured":"Barrett, L., Hu, J., & Howell, P. (2022). Systematic review of machine learning approaches for detecting developmental stuttering. IEEE\/ACM Transactions on Audio Speech and Language Processing. https:\/\/doi.org\/10.1109\/TASLP.2022.3155295","journal-title":"IEEE\/ACM Transactions on Audio Speech and Language Processing"},{"key":"10046_CR5","unstructured":"Chollet, F. (2015). Keras: The Python Deep Learning library. www.keras.io"},{"key":"10046_CR6","doi-asserted-by":"publisher","DOI":"10.1145\/3405755.3406139","author":"L Clark","year":"2020","unstructured":"Clark, L., Cowan, B. R., Roper, A., Lindsay, S., & Sheers, O. (2020). Speech diversity and speech interfaces: Considering an inclusive future through stammering. ACM International Conference Proceeding Series. https:\/\/doi.org\/10.1145\/3405755.3406139","journal-title":"ACM International Conference Proceeding Series"},{"key":"10046_CR7","doi-asserted-by":"publisher","DOI":"10.1192\/apt.12.1.63","author":"A Craig","year":"2006","unstructured":"Craig, A., & Tran, Y. (2006). Fear of speaking: Chronic anxiety and stammering. Advances in Psychiatric Treatment. https:\/\/doi.org\/10.1192\/apt.12.1.63","journal-title":"Advances in Psychiatric Treatment"},{"issue":"1","key":"10046_CR8","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1007\/s42979-021-00891-3","volume":"3","author":"S Dwivedi","year":"2021","unstructured":"Dwivedi, S., Ghosh, S., & Dwivedi, S. (2021). Developing Hindi stammering corpus: Framework and insights. SN Computer Science, 3(1), 39. https:\/\/doi.org\/10.1007\/s42979-021-00891-3","journal-title":"SN Computer Science"},{"key":"10046_CR9","doi-asserted-by":"publisher","DOI":"10.1038\/470007a","author":"P Howell","year":"2011","unstructured":"Howell, P. (2011a). Listen to the lessons of the King\u2019s speech. Nature. https:\/\/doi.org\/10.1038\/470007a","journal-title":"Nature"},{"key":"10046_CR10","doi-asserted-by":"publisher","DOI":"10.4324\/9780203847404","volume-title":"Recovery from stuttering","author":"P Howell","year":"2011","unstructured":"Howell, P. (2011b). Recovery from stuttering. Psychology Press. https:\/\/doi.org\/10.4324\/9780203847404"},{"issue":"2","key":"10046_CR11","first-page":"130","volume":"1","author":"P Howell","year":"2004","unstructured":"Howell, P., & Huckvale, M. (2004). Facilities to assist people to research into stammered speech. Stammering Research: An on-Line Journal Published by the British Stammering Association, 1(2), 130\u2013242.","journal-title":"Stammering Research: An on-Line Journal Published by the British Stammering Association"},{"key":"10046_CR12","doi-asserted-by":"publisher","DOI":"10.1044\/jslhr.4005.1085","author":"P Howell","year":"1997","unstructured":"Howell, P., Sackin, S., & Glenn, K. (1997). Development of a two-stage procedure for the automatic recognition of dysfluencies in the speech of children who stutter: II. ANN recognition of repetitions and prolongations with supplied word segment markers. Journal of Speech, Language, and Hearing Research. https:\/\/doi.org\/10.1044\/jslhr.4005.1085","journal-title":"Journal of Speech, Language, and Hearing Research"},{"key":"10046_CR13","doi-asserted-by":"publisher","unstructured":"Kachru, Y. (2008). Hindi\u2013Urdu\u2013Hindustani. In Language in South Asia. Cambridge University Press. https:\/\/doi.org\/10.1017\/CBO9780511619069.006","DOI":"10.1017\/CBO9780511619069.006"},{"key":"10046_CR14","doi-asserted-by":"publisher","unstructured":"Kourkounakis, T., Hajavi, A., & Etemad, A. (2020). Detecting multiple speech disfluencies using a deep residual network with bidirectional long short-term memory. In ICASSP, IEEE international conference on acoustics, speech and signal processing\u2014proceedings, 2020-May. https:\/\/doi.org\/10.1109\/ICASSP40776.2020.9053893","DOI":"10.1109\/ICASSP40776.2020.9053893"},{"key":"10046_CR15","doi-asserted-by":"publisher","unstructured":"McFee, B., Raffel, C., Liang, D., Ellis, D., McVicar, M., Battenberg, E., & Nieto, O. (2015). librosa: Audio and Music Signal Analysis in Python. In Proceedings of the 14th Python in science conference. https:\/\/doi.org\/10.25080\/majora-7b98e3ed-003","DOI":"10.25080\/majora-7b98e3ed-003"},{"key":"10046_CR16","doi-asserted-by":"publisher","unstructured":"Mitra, V., Huang, Z., Lea, C., Tooley, L., Wu, S., Botten, D., Palekar, A., Thelapurath, S., Georgiou, P., Kajarekar, S., & Bigham, J. (2021). Analysis and tuning of a voice assistant system for dysfluent speech. In Proceedings of the annual conference of the International Speech Communication Association, INTERSPEECH (Vol. 4). https:\/\/doi.org\/10.21437\/Interspeech.2021-2006","DOI":"10.21437\/Interspeech.2021-2006"},{"issue":"1","key":"10046_CR17","first-page":"1","volume":"29","author":"SP Morreale","year":"2000","unstructured":"Morreale, S. P., Osborn, M. M., & Pearson, J. C. (2000). Why communication is important: A rationale for the centrality of the study of communication. Journal of the Association for Communication Administration, 29(1), 1\u201325.","journal-title":"Journal of the Association for Communication Administration"},{"key":"10046_CR18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfludis.2021.105847","author":"DG Pruett","year":"2021","unstructured":"Pruett, D. G., Shaw, D. M., Chen, H. H., Petty, L. E., Polikowsky, H. G., Kraft, S. J., Jones, R. M., & Below, J. E. (2021). Identifying developmental stuttering and associated comorbidities in electronic health records and creating a phenome risk classifier. Journal of Fluency Disorders. https:\/\/doi.org\/10.1016\/j.jfludis.2021.105847","journal-title":"Journal of Fluency Disorders"},{"key":"10046_CR19","doi-asserted-by":"publisher","DOI":"10.1145\/3342775.3342803","author":"S Sayago","year":"2019","unstructured":"Sayago, S., Neves, B. B., & Cowan, B. R. (2019). Voice assistants and older people: Some open issues. ACM International Conference Proceeding Series. https:\/\/doi.org\/10.1145\/3342775.3342803","journal-title":"ACM International Conference Proceeding Series"},{"key":"10046_CR20","doi-asserted-by":"publisher","unstructured":"Sheikh, S. A., Sahidullah, M., Hirsch, F., & Ouni, S. (2021). StutterNet: Stuttering detection using time delay neural network. In European signal processing conference, 2021-August. https:\/\/doi.org\/10.23919\/EUSIPCO54536.2021.9616063","DOI":"10.23919\/EUSIPCO54536.2021.9616063"}],"container-title":["International Journal of Speech Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10772-023-10046-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10772-023-10046-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10772-023-10046-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,10]],"date-time":"2023-11-10T14:11:53Z","timestamp":1699625513000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10772-023-10046-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9]]},"references-count":20,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2023,9]]}},"alternative-id":["10046"],"URL":"https:\/\/doi.org\/10.1007\/s10772-023-10046-9","relation":{},"ISSN":["1381-2416","1572-8110"],"issn-type":[{"type":"print","value":"1381-2416"},{"type":"electronic","value":"1572-8110"}],"subject":[],"published":{"date-parts":[[2023,9]]},"assertion":[{"value":"3 April 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 August 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 October 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The recruitment of research participants for this study was based on a voluntary basis. It\u2019s important to note that none of the participants received monetary compensation for their involvement. in tandem with this, the research project garnered no external funding, with all research-related expenses being borne by the authors themselves. the authors assert their absence of conflict of interest pertaining to this research endeavor. it is further confirmed that external entities had no involvement in the study's design, data collection, analysis, interpretation of results, or the decision to publish. the presented study findings stand as a product solely derived from the authors' collected and analyzed data, maintaining independence from any external influences.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosures"}}]}}