{"_id":"RyCKoj7q5PsPhS82H","bibbaseid":"yamaoka-brendel-ono-makino-buerger-yamada-kellermann-timefrequencybinwisebeamformerselectionandmaskingforspeechenhancementinunderdeterminednoisyscenarios-2018","authorIDs":[],"author_short":["Yamaoka, K.","Brendel, A.","Ono, N.","Makino, S.","Buerger, M.","Yamada, T.","Kellermann, W."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["K."],"propositions":[],"lastnames":["Yamaoka"],"suffixes":[]},{"firstnames":["A."],"propositions":[],"lastnames":["Brendel"],"suffixes":[]},{"firstnames":["N."],"propositions":[],"lastnames":["Ono"],"suffixes":[]},{"firstnames":["S."],"propositions":[],"lastnames":["Makino"],"suffixes":[]},{"firstnames":["M."],"propositions":[],"lastnames":["Buerger"],"suffixes":[]},{"firstnames":["T."],"propositions":[],"lastnames":["Yamada"],"suffixes":[]},{"firstnames":["W."],"propositions":[],"lastnames":["Kellermann"],"suffixes":[]}],"booktitle":"2018 26th European Signal Processing Conference (EUSIPCO)","title":"Time-Frequency-Bin-Wise Beamformer Selection and Masking for Speech Enhancement in Underdetermined Noisy Scenarios","year":"2018","pages":"1582-1586","abstract":"In this paper, we present a speech enhancement method using two microphones for underdetermined situations. A conventional speech enhancement method for underdetermined situations is time-frequency masking, where speech is enhanced by multiplying zero or one to each time-frequency component appropriately. Extending this method, we switch multiple preconstructed beamformers at each time-frequency bin, each of which suppresses a particular interferer. This method can suppress an interferer even when both the target and an interferer are simultaneously active at a given time-frequency bin. As a switching criterion, selection of minimum value of the outputs of the all beamformers at each time-frequency bin is investigated. Additionally, another method using direction of arrival estimation is also investigated. In experiments, we confirmed that the proposed methods were superior to conventional time-frequency masking and fixed beamforming in the performance of speech enhancement.","keywords":"array signal processing;direction-of-arrival estimation;interference suppression;speech enhancement;time-frequency analysis;speech enhancement method;interference suppression;time-frequency-bin-wise beamformer masking;microphones;direction of arrival estimation;multiple preconstructed beamformers;underdetermined noisy scenarios;time-frequency-bin-wise beamformer selection;Time-frequency analysis;Direction-of-arrival estimation;Speech enhancement;Microphones;Estimation;Array signal processing;Distortion","doi":"10.23919/EUSIPCO.2018.8553299","issn":"2076-1465","month":"Sep.","url":"https://www.eurasip.org/proceedings/eusipco/eusipco2018/papers/1570439259.pdf","bibtex":"@InProceedings{8553299,\n author = {K. Yamaoka and A. Brendel and N. Ono and S. Makino and M. Buerger and T. Yamada and W. Kellermann},\n booktitle = {2018 26th European Signal Processing Conference (EUSIPCO)},\n title = {Time-Frequency-Bin-Wise Beamformer Selection and Masking for Speech Enhancement in Underdetermined Noisy Scenarios},\n year = {2018},\n pages = {1582-1586},\n abstract = {In this paper, we present a speech enhancement method using two microphones for underdetermined situations. A conventional speech enhancement method for underdetermined situations is time-frequency masking, where speech is enhanced by multiplying zero or one to each time-frequency component appropriately. Extending this method, we switch multiple preconstructed beamformers at each time-frequency bin, each of which suppresses a particular interferer. This method can suppress an interferer even when both the target and an interferer are simultaneously active at a given time-frequency bin. As a switching criterion, selection of minimum value of the outputs of the all beamformers at each time-frequency bin is investigated. Additionally, another method using direction of arrival estimation is also investigated. In experiments, we confirmed that the proposed methods were superior to conventional time-frequency masking and fixed beamforming in the performance of speech enhancement.},\n keywords = {array signal processing;direction-of-arrival estimation;interference suppression;speech enhancement;time-frequency analysis;speech enhancement method;interference suppression;time-frequency-bin-wise beamformer masking;microphones;direction of arrival estimation;multiple preconstructed beamformers;underdetermined noisy scenarios;time-frequency-bin-wise beamformer selection;Time-frequency analysis;Direction-of-arrival estimation;Speech enhancement;Microphones;Estimation;Array signal processing;Distortion},\n doi = {10.23919/EUSIPCO.2018.8553299},\n issn = {2076-1465},\n month = {Sep.},\n url = {https://www.eurasip.org/proceedings/eusipco/eusipco2018/papers/1570439259.pdf},\n}\n\n","author_short":["Yamaoka, K.","Brendel, A.","Ono, N.","Makino, S.","Buerger, M.","Yamada, T.","Kellermann, W."],"key":"8553299","id":"8553299","bibbaseid":"yamaoka-brendel-ono-makino-buerger-yamada-kellermann-timefrequencybinwisebeamformerselectionandmaskingforspeechenhancementinunderdeterminednoisyscenarios-2018","role":"author","urls":{"Paper":"https://www.eurasip.org/proceedings/eusipco/eusipco2018/papers/1570439259.pdf"},"keyword":["array signal processing;direction-of-arrival estimation;interference suppression;speech enhancement;time-frequency analysis;speech enhancement method;interference suppression;time-frequency-bin-wise beamformer masking;microphones;direction of arrival estimation;multiple preconstructed beamformers;underdetermined noisy scenarios;time-frequency-bin-wise beamformer selection;Time-frequency analysis;Direction-of-arrival estimation;Speech enhancement;Microphones;Estimation;Array signal processing;Distortion"],"metadata":{"authorlinks":{}},"downloads":0},"bibtype":"inproceedings","biburl":"https://raw.githubusercontent.com/Roznn/EUSIPCO/main/eusipco2018url.bib","creationDate":"2021-02-13T15:38:40.380Z","downloads":0,"keywords":["array signal processing;direction-of-arrival estimation;interference suppression;speech enhancement;time-frequency analysis;speech enhancement method;interference suppression;time-frequency-bin-wise beamformer masking;microphones;direction of arrival estimation;multiple preconstructed beamformers;underdetermined noisy scenarios;time-frequency-bin-wise beamformer selection;time-frequency analysis;direction-of-arrival estimation;speech enhancement;microphones;estimation;array signal processing;distortion"],"search_terms":["time","frequency","bin","wise","beamformer","selection","masking","speech","enhancement","underdetermined","noisy","scenarios","yamaoka","brendel","ono","makino","buerger","yamada","kellermann"],"title":"Time-Frequency-Bin-Wise Beamformer Selection and Masking for Speech Enhancement in Underdetermined Noisy Scenarios","year":2018,"dataSources":["yiZioZximP7hphDpY","iuBeKSmaES2fHcEE9"]}