{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T11:01:23Z","timestamp":1769079683331,"version":"3.49.0"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2021,3,6]],"date-time":"2021-03-06T00:00:00Z","timestamp":1614988800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,3,6]],"date-time":"2021-03-06T00:00:00Z","timestamp":1614988800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Pers Commun"],"published-print":{"date-parts":[[2021,8]]},"DOI":"10.1007\/s11277-021-08313-6","type":"journal-article","created":{"date-parts":[[2021,3,6]],"date-time":"2021-03-06T10:02:50Z","timestamp":1615024970000},"page":"1959-1973","update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["Efficient Speech Enhancement Using Recurrent Convolution Encoder and Decoder"],"prefix":"10.1007","volume":"119","author":[{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0003-2703-5935","authenticated-orcid":false,"given":"A.","family":"Karthik","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J. L.","family":"MazherIqbal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,3,6]]},"reference":[{"key":"8313_CR1","doi-asserted-by":"crossref","unstructured":"Zhao, H., Zarar, S., Tashev, I., Lee, C.-H. (2018). Convolutional-recurrent neural networks for speech enhancement. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2401\u20132405.","DOI":"10.1109\/ICASSP.2018.8462155"},{"key":"8313_CR2","doi-asserted-by":"publisher","first-page":"106","DOI":"10.1016\/j.specom.2018.06.002","volume":"104","author":"H-P Liu","year":"2018","unstructured":"Liu, H.-P., Tsao, Y., & Fuh, C.-S. (2018). Bone-conducted speech enhancement using deep denoisingautoencoder. Speech Communication, 104, 106\u2013112.","journal-title":"Speech Communication"},{"key":"8313_CR3","doi-asserted-by":"publisher","first-page":"144","DOI":"10.1016\/j.neucom.2017.05.048","volume":"275","author":"J Tu","year":"2018","unstructured":"Tu, J., & Xia, Y. (2018). Effective Kalman filtering algorithm for distributed multichannel speech enhancement. Neurocomputing, 275, 144\u2013154.","journal-title":"Neurocomputing"},{"key":"8313_CR4","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1109\/TASLP.2016.2636445","volume":"25","author":"Q He","year":"2017","unstructured":"He, Q., Bao, F., & Bao, C. (2017). Multiplicative update of auto-regressive gains for codebook-based speech enhancement. IEEE\/ACM Transactions on Audio Speech and Language Processing (TASLP), 25, 457\u2013468.","journal-title":"IEEE\/ACM Transactions on Audio Speech and Language Processing (TASLP)"},{"key":"8313_CR5","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1016\/j.compeleceng.2018.12.009","volume":"73","author":"R Henni","year":"2019","unstructured":"Henni, R., Djendi, M., & Djebari, M. (2019). A new efficient two-channel fast transversal adaptive filtering algorithm for blind speech enhancement and acoustic noise reduction. Computers & Electrical Engineering, 73, 349\u2013368.","journal-title":"Computers & Electrical Engineering"},{"key":"8313_CR6","doi-asserted-by":"crossref","unstructured":"Malathi, P., Suresh, G., Moorthi, M., Shanker, N. (2019). \"Speech Enhancement via Smart Larynx of Variable Frequency for Laryngectomee Patient for Tamil Language Syllables Using RADWT Algorithm. Circuits, Systems, and Signal Processing, 1\u201327","DOI":"10.1007\/s00034-019-01055-8"},{"key":"8313_CR7","unstructured":"Du, X., Zhu, M., Shi, X., Zhang, X., Zhang, W., Chen, J. (2019). End-to-End Model for Speech Enhancement by Consistent Spectrogram Masking. arXiv preprint arXiv:1901.00295"},{"key":"8313_CR8","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1007\/s10470-018-1269-3","volume":"98","author":"R Bendoumia","year":"2019","unstructured":"Bendoumia, R. (2019). Two-channel forward NLMS algorithm combined with simple variable step-sizes for speech quality enhancement. Analog Integrated Circuits and Signal Processing, 98, 27\u201340.","journal-title":"Analog Integrated Circuits and Signal Processing"},{"key":"8313_CR9","doi-asserted-by":"publisher","first-page":"580","DOI":"10.1109\/TASLP.2017.2786863","volume":"26","author":"Y Wang","year":"2018","unstructured":"Wang, Y., & Brookes, M. (2018). Model-based speech enhancement in the modulation domain. IEEE\/ACM Transactions on Audio Speech and Language Processing (TASLP), 26, 580\u2013594.","journal-title":"IEEE\/ACM Transactions on Audio Speech and Language Processing (TASLP)"},{"key":"8313_CR10","doi-asserted-by":"crossref","unstructured":"Bando, Y., Mimura, M., Itoyama, K., Yoshii, K., Kawahara, T. (2018). Statistical speech enhancement based on probabilistic integration of variational autoencoder and non-negative matrix factorization. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 716\u2013720.","DOI":"10.1109\/ICASSP.2018.8461530"},{"key":"8313_CR11","doi-asserted-by":"crossref","unstructured":"Donahue, C., Li, B., Prabhavalkar, R. (2018). Exploring speech enhancement with generative adversarial networks for robust speech recognition. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5024\u20135028.","DOI":"10.1109\/ICASSP.2018.8462581"},{"key":"8313_CR12","doi-asserted-by":"crossref","unstructured":"Pascual, S., Park, M., Serr\u00e0, J., Bonafonte, A., Ahn, K.-H. (2018). Language and noise transfer in speech enhancement generative adversarial network. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5019\u20135023.","DOI":"10.1109\/ICASSP.2018.8462322"},{"key":"8313_CR13","doi-asserted-by":"crossref","unstructured":"Xue, W., Moore, A. H., Brookes, M., Naylor, P.A. (2018). Modulation-Domain Parametric Multichannel Kalman Filtering for Speech Enhancement. In 2018 26th European Signal Processing Conference (EUSIPCO), pp. 2509\u20132513.","DOI":"10.23919\/EUSIPCO.2018.8552954"},{"key":"8313_CR14","doi-asserted-by":"crossref","unstructured":"Leng, X., Chen, J., Benesty, J., Cohen, I. (2018). On Speech Enhancement Using Microphone Arrays in the Presence of Co-Directional Interference. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 511\u2013515.","DOI":"10.1109\/ICASSP.2018.8462032"},{"key":"8313_CR15","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1109\/TASLP.2017.2772340","volume":"26","author":"Y Bando","year":"2017","unstructured":"Bando, Y., Itoyama, K., Konyo, M., Tadokoro, S., Nakadai, K., Yoshii, K., et al. (2017). Speech enhancement based on Bayesian low-rank and sparse decomposition of multichannel magnitude spectrograms. IEEE\/ACM Transactions on Audio, Speech, and Language Processing, 26, 215\u2013230.","journal-title":"IEEE\/ACM Transactions on Audio, Speech, and Language Processing"},{"key":"8313_CR16","doi-asserted-by":"crossref","unstructured":"Pandey, A., Wang, D. (2018). On adversarial training and loss functions for speech enhancement. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5414\u20135418.","DOI":"10.1109\/ICASSP.2018.8462614"},{"key":"8313_CR17","unstructured":"Baby, D. (2020). \"isegan: Improved speech enhancement generative adversarial networks,\" arXiv preprint arXiv:2002.08796."},{"key":"8313_CR18","doi-asserted-by":"crossref","unstructured":"Xia, Y., Stern, R. (2018). A Priori SNR Estimation Based on a Recurrent Neural Network for Robust Speech Enhancement. In Interspeech, pp. 3274\u20133278.","DOI":"10.21437\/Interspeech.2018-2423"},{"key":"8313_CR19","doi-asserted-by":"publisher","first-page":"102731","DOI":"10.1016\/j.dsp.2020.102731","volume":"101","author":"R Li","year":"2020","unstructured":"Li, R., Sun, X., Li, T., & Zhao, F. (2020). A multi-objective learning speech enhancement algorithm based on IRM post-processing with joint estimation of SCNN and TCNN. Digital Signal Processing, 101, 102731.","journal-title":"Digital Signal Processing"},{"key":"8313_CR20","doi-asserted-by":"publisher","first-page":"1700","DOI":"10.1109\/LSP.2020.3025020","volume":"27","author":"H Phan","year":"2020","unstructured":"Phan, H., McLoughlin, I. V., Pham, L., Ch\u00e9n, O. Y., Koch, P., De Vos, M., et al. (2020). Improving gans for speech enhancement. IEEE Signal Processing Letters, 27, 1700\u20131704.","journal-title":"IEEE Signal Processing Letters"},{"key":"8313_CR21","doi-asserted-by":"crossref","unstructured":"Zhao, Y., Xu, B., Giri, R., Zhang, T. (2018). Perceptually guided speech enhancement using deep neural networks. In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5074\u20135078.","DOI":"10.1109\/ICASSP.2018.8462593"},{"key":"8313_CR22","doi-asserted-by":"crossref","unstructured":"Das, N., Chakraborty, S., Chaki, J., Padhy, N., Dey, N. (2020). Fundamentals, present and future perspectives of speech enhancement. International Journal of Speech Technology, 1\u201319","DOI":"10.1007\/s10772-020-09674-2"},{"key":"8313_CR23","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1109\/TASLP.2018.2872128","volume":"27","author":"MS Kavalekalam","year":"2018","unstructured":"Kavalekalam, M. S., Nielsen, J. K., Boldt, J. B., & Christensen, M. G. (2018). Model-based speech enhancement for intelligibility improvement in binaural hearing aids. IEEE\/ACM Transactions on Audio, Speech, and Language Processing, 27, 99\u2013113.","journal-title":"IEEE\/ACM Transactions on Audio, Speech, and Language Processing"},{"key":"8313_CR24","doi-asserted-by":"publisher","first-page":"25542","DOI":"10.1109\/ACCESS.2017.2766675","volume":"5","author":"T Hussain","year":"2017","unstructured":"Hussain, T., Siniscalchi, S. M., Lee, C.-C., Wang, S.-S., Tsao, Y., & Liao, W.-H. (2017). Experimental study on extreme learning machine applications for speech enhancement. IEEE Access, 5, 25542\u201325554.","journal-title":"IEEE Access"},{"key":"8313_CR25","unstructured":"Wolff, T., Matheja, T., Buck, M. (2019). System and method for speech enhancement using a coherent to diffuse sound ratio,\" ed: Google Patents."}],"container-title":["Wireless Personal Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-08313-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/article\/10.1007\/s11277-021-08313-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/content\/pdf\/10.1007\/s11277-021-08313-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,19]],"date-time":"2021-07-19T17:19:32Z","timestamp":1626715172000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/link.springer.com\/10.1007\/s11277-021-08313-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,6]]},"references-count":25,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2021,8]]}},"alternative-id":["8313"],"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/s11277-021-08313-6","relation":{},"ISSN":["0929-6212","1572-834X"],"issn-type":[{"value":"0929-6212","type":"print"},{"value":"1572-834X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,3,6]]},"assertion":[{"value":"18 February 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 March 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}